From 33f5fc5e2ad2448eb23b049e19ceb8e7ad3917f8 Mon Sep 17 00:00:00 2001
From: Vishal35679 <104795331+Vishal35679@users.noreply.github.com>
Date: Sun, 28 May 2023 01:16:51 +0530
Subject: [PATCH] Final Resnet9 Worked
---
plantResnet9.ipynb | 1 +
1 file changed, 1 insertion(+)
create mode 100644 plantResnet9.ipynb
diff --git a/plantResnet9.ipynb b/plantResnet9.ipynb
new file mode 100644
index 0000000..377d4ef
--- /dev/null
+++ b/plantResnet9.ipynb
@@ -0,0 +1 @@
+{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[{"file_id":"1PLlagU8ae7Ig_QGQsKpGSAeOk69ZoASL","timestamp":1684247461245}],"gpuType":"T4","authorship_tag":"ABX9TyM6ufmDbP1bbgMK7dZk1VBw"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU","gpuClass":"standard"},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"owXaNP3JKJgW"},"outputs":[],"source":["import os\n","os.environ['KAGGLE_CONFIG_DIR']='/content'"]},{"cell_type":"code","source":["!kaggle datasets download -d vipoooool/new-plant-diseases-dataset"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"KNdLizvRKgR9","executionInfo":{"status":"ok","timestamp":1684247601058,"user_tz":-330,"elapsed":17766,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"c7716c58-28a2-4b7d-8dc5-5a2c3d3d0d5c"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Warning: Your Kaggle API key is readable by other users on this system! To fix this, you can run 'chmod 600 /content/kaggle.json'\n","Downloading new-plant-diseases-dataset.zip to /content\n","100% 2.70G/2.70G [00:16<00:00, 204MB/s]\n","100% 2.70G/2.70G [00:16<00:00, 173MB/s]\n"]}]},{"cell_type":"code","source":["!unzip \\*.zip && rm *.zip"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8F_U64yzK1JL","executionInfo":{"status":"ok","timestamp":1684247808991,"user_tz":-330,"elapsed":200524,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"47977e58-f1e9-4daa-caad-3d2a65937d26"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/273a7a9e-18be-4b6a-976a-fa5ffd69b731___RS_HL 4366_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/275f8963-f4f4-4903-962b-1da716725d08___RS_HL 4780_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/275f8963-f4f4-4903-962b-1da716725d08___RS_HL 4780_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/27c2aaa4-de4b-4fb1-ba8d-14d4b24b2afa___RS_HL 4665.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/27c2aaa4-de4b-4fb1-ba8d-14d4b24b2afa___RS_HL 4665_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/29050f21-a393-473e-9f9c-7fd99feef9a7___RS_HL 4533_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/29050f21-a393-473e-9f9c-7fd99feef9a7___RS_HL 4533_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/29a3e391-c98b-4fff-a03e-41257d067884___RS_HL 2057_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/29a3e391-c98b-4fff-a03e-41257d067884___RS_HL 2057_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2a7a5c9d-1066-4af5-8560-30f53f9d5b33___RS_HL 4821_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2ac2f01a-2009-4d77-ae77-e3925f513fe0___RS_HL 4443_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2dbd44d9-8c98-45ac-92a3-e6e65aac4dd5___RS_HL 4818_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2dd9d66d-56e4-4c31-a782-502526621455___RS_HL 2010_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2e164016-5845-40c3-919b-6953bf72a67a___RS_HL 1877_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2ec57765-dacf-4ed3-b753-eff3fe27a3d1___RS_HL 4763_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2ec57765-dacf-4ed3-b753-eff3fe27a3d1___RS_HL 4763_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2fbe071f-efd0-4a93-97b5-38160dafa0c5___RS_HL 2146.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/2fbe071f-efd0-4a93-97b5-38160dafa0c5___RS_HL 2146_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/307ea50d-38f5-4cd5-bfe5-cddc1ad40850___RS_HL 4352_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/30baaa11-cdf2-4af0-9e96-cf6b688b99c0___RS_HL 1786_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/30c218c0-6fb6-45d8-a645-43be89932d06___RS_HL 2005_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/323bde1b-bd54-4af8-b99d-dd3cf6be24bc___RS_HL 2110_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/3303d3bf-c26b-47b9-ade2-b51348eaf7a1___RS_HL 4465_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/3303d3bf-c26b-47b9-ade2-b51348eaf7a1___RS_HL 4465_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/33d585b6-736d-4767-9004-2444f4916fd9___RS_HL 4360_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/35166a03-4a2c-494b-8ca9-b5224edde194___RS_HL 1991_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/35166a03-4a2c-494b-8ca9-b5224edde194___RS_HL 1991_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/35207f57-999d-4698-94aa-2d8c4efb230f___RS_HL 4726_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/36fbdab5-6c76-4f04-8252-bfb944c20ddf___RS_HL 4788_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/37240ad5-3437-49e3-85e0-aec8750e2c39___RS_HL 2064_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/373b483b-022f-4de0-8907-2b485aca6184___RS_HL 4491_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/38292ca8-c7fe-4ba5-837f-c98c714ab099___RS_HL 4608.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/3aca733d-6d49-42d2-bcc2-fa288d126411___RS_HL 2223_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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1776_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/400f7591-91a9-4835-ab0d-d5c0fc210a54___RS_HL 1776_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/411e3372-e40e-44ed-aa47-972afabd15f7___RS_HL 2225_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/41ceda85-676a-412a-bc22-324700edc9ea___RS_HL 2237_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/41ceda85-676a-412a-bc22-324700edc9ea___RS_HL 2237_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/426c35b4-2c26-4532-b10a-a21b0e17f355___RS_HL 2063_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Strawberry___healthy/4c3cc96f-e1d9-4237-b72d-2a1ea0a755f8___RS_HL 2167_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4c5da64b-2f39-4c84-9130-0ff7b8fcda7a___RS_HL 1662_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4d24a8c7-2a7a-4598-a673-e6c1e856dc23___RS_HL 4469_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4d24a8c7-2a7a-4598-a673-e6c1e856dc23___RS_HL 4469_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4d5733cd-e68e-4fd8-9587-aaaf9502934b___RS_HL 4466_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4f288160-7226-425e-afe7-826fb19af650___RS_HL 2043_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/4f288160-7226-425e-afe7-826fb19af650___RS_HL 2043_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/525ea4dd-84e2-4a43-9927-41cd69543db4___RS_HL 4457_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/525ea4dd-84e2-4a43-9927-41cd69543db4___RS_HL 4457_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5275777b-d89b-47b1-9dc6-15c832167a41___RS_HL 4408_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5275777b-d89b-47b1-9dc6-15c832167a41___RS_HL 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Dataset(Augmented)/valid/Strawberry___healthy/59f517ea-070a-4d91-97bb-936c620bbeb5___RS_HL 4583_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5b952db1-52ab-454d-9f13-8a404a7449ba___RS_HL 4693_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5c7bf62d-3c64-4738-8378-d530b9f73cc1___RS_HL 4517_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5c7bf62d-3c64-4738-8378-d530b9f73cc1___RS_HL 4517_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5cb2ec10-af9e-4c1b-baa5-e28b700522f0___RS_HL 4413.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/5cb2ec10-af9e-4c1b-baa5-e28b700522f0___RS_HL 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Diseases Dataset(Augmented)/valid/Strawberry___healthy/5f5c41a6-8da9-4bd9-a4a3-67cdd6c9f300___RS_HL 1912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/60646de2-333f-40b6-bdf9-f0d1d0e91271___RS_HL 4795_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/6419aea0-0a20-4ec6-bda4-5fcdda4eadd8___RS_HL 1930_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/64531481-3721-4073-879e-d1db62204a2f___RS_HL 1932.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/64aea8c6-24df-40c1-9d68-0221f4151383___RS_HL 2103_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/64aea8c6-24df-40c1-9d68-0221f4151383___RS_HL 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Diseases Dataset(Augmented)/valid/Strawberry___healthy/f0d8204d-af72-4027-82d3-a91a889a6b7d___RS_HL 4694.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/f0d8204d-af72-4027-82d3-a91a889a6b7d___RS_HL 4694_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/f1b5ec9d-ed27-4e68-8316-63dc58ef35ab___RS_HL 1693.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/f1b5ec9d-ed27-4e68-8316-63dc58ef35ab___RS_HL 1693_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/f1f33667-e880-4980-92ba-2401f2954ba8___RS_HL 1690_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Strawberry___healthy/f23cfb59-4e9d-43b0-820a-99d9cc624c04___RS_HL 4618.JPG 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Dataset(Augmented)/valid/Tomato___Bacterial_spot/0fe8eb74-5520-4870-a069-d4f54b99d719___GCREC_Bact.Sp 6330.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1061c5d5-6c61-40a6-b8e7-4cc735109f94___GCREC_Bact.Sp 3341.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/10c418e8-59b3-4d9f-a22b-7762b538e758___UF.GRC_BS_Lab Leaf 0900.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/10ed1b4a-e116-4c7e-85f6-5cc4577dbbb8___GCREC_Bact.Sp 3188.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/10fb9d55-efe1-4b52-9c19-23e7031c4cb6___GCREC_Bact.Sp 5559.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/111a63c7-6445-47a4-a0d6-9157fd82b804___UF.GRC_BS_Lab Leaf 0565.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/11a25ab9-8a55-4891-898c-ef29c0502fa2___GCREC_Bact.Sp 3531.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/12f5fc61-6113-4baa-b1d4-c619bc895323___GCREC_Bact.Sp 3262.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1359bde0-60d2-497b-8a90-d59f9efb5fc1___GCREC_Bact.Sp 3278.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/14f9fe9d-517e-4f70-9a4b-97fff9a26e65___GCREC_Bact.Sp 6295.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/15d45247-ffcd-4d50-87a1-5f0527e451e9___GCREC_Bact.Sp 3763.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1695eefb-cffc-4dac-b7ae-40f34ad9c5db___GCREC_Bact.Sp 3065.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/17bcc3fa-9905-4fcf-938b-c5e63e214718___GCREC_Bact.Sp 6329.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/18ac424a-de74-40f4-b830-74384ae67302___GCREC_Bact.Sp 3480.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/18f11c42-356f-4f3a-bc6d-f770dd101ba4___GCREC_Bact.Sp 5631.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/191ae7fa-8ca5-4654-a01d-c4f497bb7377___UF.GRC_BS_Lab Leaf 0615.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/19a4a07c-5e82-4a4f-bc64-9f7d941cab88___GCREC_Bact.Sp 3515.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1b752a19-0731-4f93-b9ad-ca01fff2ab8b___GCREC_Bact.Sp 6048.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1c286bba-a5c0-466f-a52d-960d300d135f___GCREC_Bact.Sp 6077.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1c4f6449-0200-439f-9600-5c2bb3400619___GCREC_Bact.Sp 3502.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1ebd463d-ddc5-47e4-8a45-482d411d0c26___GCREC_Bact.Sp 3178.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1ed14327-868e-43e3-a060-a3fb155494a9___GCREC_Bact.Sp 3082.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1f20e293-16a2-4910-aa0a-b77268ff20a0___GCREC_Bact.Sp 3073.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/1f96aa30-b5fd-4730-a758-ca586cbcf59f___GCREC_Bact.Sp 3688.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/21e92c79-7f6e-457f-887f-a6e7ba02494b___GCREC_Bact.Sp 6049.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/21f50927-9e52-4d6b-a3bd-8238cb23153a___GCREC_Bact.Sp 3271.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/239fc305-ce59-48d4-9322-13669b141fa4___GCREC_Bact.Sp 3174.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/23dc9572-9fab-4847-b1dd-9c63e9ee010b___GCREC_Bact.Sp 5811.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/24408a22-6358-438e-99a1-729ea90726ad___GCREC_Bact.Sp 3645.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/24b48701-9f33-4db3-8245-05b60ce7ad7a___GCREC_Bact.Sp 6204.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/256051f1-8e69-4f2b-b4d5-400fccb18623___GCREC_Bact.Sp 3313.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/26398b56-bddd-465c-92ab-e17a980423c9___GCREC_Bact.Sp 3400.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/26768a91-4aca-41a4-ad88-1b791c2312dc___GCREC_Bact.Sp 5669.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/268422eb-2e4a-433b-bad2-d5e63a5e765d___GCREC_Bact.Sp 3466.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/26cabbbf-57e1-42a5-9fdc-e819b4b02d39___GCREC_Bact.Sp 3437.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/27a806fe-06f2-48fb-92cf-32d44d545606___GCREC_Bact.Sp 3052.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/27cae464-e8c3-4600-806e-2d65c8a84016___GCREC_Bact.Sp 3619.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2a7b80f9-bd15-42cf-aab5-699232ee1506___GCREC_Bact.Sp 6317.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2bb3c4e6-350a-411b-a1d2-d33f6173b1b9___UF.GRC_BS_Lab Leaf 0258.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2c292d57-d2c0-4147-a551-618f1368f72e___GCREC_Bact.Sp 5903.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2c8b59b4-05b2-4234-aa0d-15a52e624e52___GCREC_Bact.Sp 3027.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2dd3b6ae-0ddc-4319-8c69-c10adadd038d___GCREC_Bact.Sp 5958.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/2faa1509-6ea7-4e78-90f8-67846ad62a1c___GCREC_Bact.Sp 6207.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/303b8c34-0a74-4248-b5ce-1f9a0e367d6b___GCREC_Bact.Sp 3477.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/308ad744-31f1-44f4-951a-885726b01ba0___GCREC_Bact.Sp 5628.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/31549f17-8b3c-4a16-9775-d3c50db39fb8___GCREC_Bact.Sp 5968.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3156f2fa-aa71-4759-8af0-960188c68519___GCREC_Bact.Sp 3235.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3256b07a-4561-45b8-b3d5-9422c0241c00___GCREC_Bact.Sp 3054.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/32600a73-f03e-448b-b0a2-dcf5e894eac7___GCREC_Bact.Sp 5587.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/32d7007e-5830-4675-8e03-06b60287652f___GCREC_Bact.Sp 3344.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/32e1f705-4c4f-4b6b-9160-08fc84ac6149___UF.GRC_BS_Lab Leaf 0961.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/32eaa2ed-a83a-431b-8104-4143c39f390f___GCREC_Bact.Sp 3624.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3381632e-1e9b-4141-b6a2-b42c8fd06c87___GCREC_Bact.Sp 6009.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/34ac5364-da6b-4a03-a37f-44fd1ad2144a___GCREC_Bact.Sp 2957.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/34f9b271-4f62-4fd4-8c69-edfdf3b08314___UF.GRC_BS_Lab Leaf 1199.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3503743b-11b3-47f0-8713-2ad330226745___UF.GRC_BS_Lab Leaf 9129.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/355edec8-e1bd-4f57-afa3-cbf03c2f06b1___GCREC_Bact.Sp 3353.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/35eba8e4-d6ea-437a-8945-91cbca22cd8b___UF.GRC_BS_Lab Leaf 0398.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/35f5191b-02dc-4358-8b35-808f2e1dc580___GCREC_Bact.Sp 5590.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3811d01e-de9a-4159-8ab6-eb0e277f0acd___GCREC_Bact.Sp 3546.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/38ef51e1-c793-4a6c-b17d-e066bcd533c8___GCREC_Bact.Sp 5639.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3a6ccb7a-58bf-49b8-bc01-65eb74c210dd___GCREC_Bact.Sp 3051.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3a9b39fb-47f0-4a36-b80d-9cea0c9ff58b___GCREC_Bact.Sp 6173.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3ac48a7d-0d8d-455f-a777-0cc35ff7ddc4___UF.GRC_BS_Lab Leaf 0709.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3c7e6602-8832-4502-9a10-fc06389b9604___UF.GRC_BS_Lab Leaf 0641.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3dbc84e0-27f1-421f-8978-82881bf846fd___GCREC_Bact.Sp 3514.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3fa087fa-ee1e-4c2a-92da-66230e00ea44___UF.GRC_BS_Lab Leaf 0706.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/3ff6609e-918b-4642-8798-10ed02b1d36d___GCREC_Bact.Sp 6050.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/40860ca0-2ec2-43be-817d-ef19ae1c10af___GCREC_Bact.Sp 6097.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/41166a90-b9b6-4694-9a4b-81fffd3c4ca9___GCREC_Bact.Sp 5889.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4293f140-6bbd-4e7b-af3e-f3d519d72524___GCREC_Bact.Sp 5956.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/42deb15b-6443-4d2e-9a45-023052ce4974___GCREC_Bact.Sp 3077.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/42e0e9cd-15aa-4709-b783-1b1a8b306608___GCREC_Bact.Sp 3755.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/433edf15-2e97-4582-8305-a0805ff6f271___GCREC_Bact.Sp 6073.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/450c2f14-597d-45b9-9796-c80e4fbdb114___GCREC_Bact.Sp 6117.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4520a2cd-8c13-443a-a83e-8310fa9cb0d8___GCREC_Bact.Sp 6225.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/456afc9b-bdae-4506-a04f-aa228de3dd2b___GCREC_Bact.Sp 3548.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4611cf04-efee-4c3b-83e7-e1d8325663ae___GCREC_Bact.Sp 5845.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/46199349-fe4c-4bbd-a9c7-2318ae5cc8f2___GCREC_Bact.Sp 6109.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/46b49cf8-b3e6-47f2-8bf1-f9cc6f53f958___GCREC_Bact.Sp 3473.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/486fec1f-c2fe-4aab-9e88-46ad54ebdbea___GCREC_Bact.Sp 5995.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/48ea939e-918d-4cc2-8285-267811f84914___GCREC_Bact.Sp 3634.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/496716ca-78e6-4ae6-b3d4-2ed9f91f52b0___GCREC_Bact.Sp 3660.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4ad4db1b-dbd8-449a-b2a8-4ec4a89b2ba3___GCREC_Bact.Sp 3332.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4b4c4e5c-9cdf-4f0b-8045-7f2ebb3e8a1f___GCREC_Bact.Sp 5923.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4bd24403-eb33-4848-b47e-39e4d48333fa___GCREC_Bact.Sp 3713.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4c24021e-90e2-4b84-89c2-c904dc8bb0b4___GCREC_Bact.Sp 5706.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4c5fd345-56bf-4fbf-98e1-fff07d91eec6___GCREC_Bact.Sp 6338.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4d6779a3-148c-474f-b789-d43939a6d9cf___GCREC_Bact.Sp 5599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4e491f68-728c-4c46-ba0d-df701d008e1d___GCREC_Bact.Sp 3200.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4f16591e-eb1f-48d5-8271-b0872e140ac1___GCREC_Bact.Sp 6229.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4f239bf7-d595-404c-85af-ce41414c8ca5___GCREC_Bact.Sp 5802.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/4f844956-b7ab-4a05-80cf-20ac61fa91c8___GCREC_Bact.Sp 3038.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/500ac3b7-1e92-4cd1-8c80-9e5270cf02d4___GCREC_Bact.Sp 6210.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/51f50a63-acca-45b3-866a-95e339e08e91___GCREC_Bact.Sp 3319.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/52a7b480-2795-4a77-b301-1df31e4e4718___GCREC_Bact.Sp 6118.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/53f5c516-74f1-41b1-bd89-115568003933___GCREC_Bact.Sp 5704.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/541eaa7a-3967-4c6a-8a5d-4c9a1ad1881d___UF.GRC_BS_Lab Leaf 9240.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/54692b7d-86bd-45db-b3c7-30dc1964a137___GCREC_Bact.Sp 6265.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/55cf65bc-61b4-4b40-b2d6-3b9bf57a3009___GCREC_Bact.Sp 3586.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/58674fc9-434d-4afc-879e-712a24831266___GCREC_Bact.Sp 2991.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5890bd0c-b364-4ed1-8839-edf671d569ec___GCREC_Bact.Sp 5727.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/589a6ce6-fa0d-4b2a-9f83-59f103aa8afa___GCREC_Bact.Sp 3146.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5923581b-ce89-4844-bd6a-8e4826b8b059___GCREC_Bact.Sp 3234.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/599ab934-d68b-44ad-a922-872765d6f82f___GCREC_Bact.Sp 3152.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5a6b8e29-8841-4529-bcf5-08a69ffc07ed___GCREC_Bact.Sp 6353.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5a82e7de-a72d-40cf-8e22-afe0e371fbf9___GCREC_Bact.Sp 6126.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5a87c2e4-220b-4985-8dd7-8726c727467b___GCREC_Bact.Sp 3564.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5ad7730a-d2fc-435b-afff-4e2138eb9aa2___GCREC_Bact.Sp 5588.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5b2bff7b-208c-4ec6-adfd-b60b081916c1___GCREC_Bact.Sp 5955.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5b7250ab-a45a-431b-8d28-2b5a94980d25___GCREC_Bact.Sp 5696.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5bba3a68-37a6-4378-b3d6-e10cb9ede01e___GCREC_Bact.Sp 6226.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5bbb489c-d164-4e67-a965-6ab33a754d3f___GCREC_Bact.Sp 3016.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5c438fb1-fb2e-4672-b035-2a1581efa729___GCREC_Bact.Sp 5550.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5e85c3be-5568-4e7c-a09d-edcf1e525af5___GCREC_Bact.Sp 6235.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/5ebe2915-f288-47f8-ae67-2ab2c99a8c54___GCREC_Bact.Sp 3430.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/612a4230-6e25-4506-a91c-86854d203205___UF.GRC_BS_Lab Leaf 0756.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/61790c83-fbef-4c55-8a47-bfef01b30fa0___UF.GRC_BS_Lab Leaf 8906.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/61a05330-1086-4891-8482-3f422ff59492___GCREC_Bact.Sp 3429.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/624cc670-b52c-4322-994d-07872d31d72c___GCREC_Bact.Sp 5979.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/62d0ccb6-69ee-4a28-989f-134785b48a6a___GCREC_Bact.Sp 6287.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6489c93d-c44e-4c54-a4fc-2af319d1cba1___GCREC_Bact.Sp 6142.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6651bd20-f9ca-4a0b-b49f-943a535e070a___GCREC_Bact.Sp 6152.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/67ce694b-bfcc-4e74-8ec7-9404011802e7___GCREC_Bact.Sp 6154.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6959b518-7a96-46f1-a232-95f7d82767fa___GCREC_Bact.Sp 3642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6992f9df-55ea-43ff-b1ee-96b200f9fd72___GCREC_Bact.Sp 5544.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6a198118-1387-400d-bfb8-c1127df2570d___GCREC_Bact.Sp 5885.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6a4ce1e3-a768-4f6e-96cf-3590df10fdc5___GCREC_Bact.Sp 3608.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6a7ed25b-d34f-4f33-84ab-56efcd5eed15___GCREC_Bact.Sp 3830.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6aa07949-08b2-4945-a535-3f8b49f86599___GCREC_Bact.Sp 6344.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6ab6800f-13bf-4956-858c-f25c1d43fd9a___GCREC_Bact.Sp 3419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6b463262-379a-4694-affa-1030a9f4c087___GCREC_Bact.Sp 3366.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6c07fb76-06d2-4f7d-8531-7c01485b98d4___GCREC_Bact.Sp 3782.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6cb8d633-865d-4809-99ff-c826fbcbfb7d___GCREC_Bact.Sp 5707.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6d672985-36f0-48ad-b956-b1378d63c980___GCREC_Bact.Sp 6052.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6dbfe52b-be4e-47e2-9fe6-19d536d3a67a___GCREC_Bact.Sp 3164.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6dc57c16-e5f8-41c4-9188-83c8d60cf931___GCREC_Bact.Sp 3597.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6dc6ed46-c38b-4ebd-8985-80f83ebd709e___GCREC_Bact.Sp 2954.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6e66897f-e901-41e2-990b-54f8117b792e___GCREC_Bact.Sp 5761.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6e796c88-c3bb-404f-981e-83263b281094___UF.GRC_BS_Lab Leaf 8874.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6e8def24-a55a-464e-88a3-624075de0cf1___GCREC_Bact.Sp 2952.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/6fba21aa-5e08-4072-af5c-1ffb9cf67c92___GCREC_Bact.Sp 5551.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/71eeeb09-ce59-4b58-80a4-a01c4348a218___GCREC_Bact.Sp 3305.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/722f1c0d-d487-4209-b2cc-6d9ce7d2ecaa___GCREC_Bact.Sp 6238.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/729cacbb-9389-4edb-bf97-97095262cf96___GCREC_Bact.Sp 3456.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/72bde0f1-7bb5-4943-8548-d3e912f314e8___GCREC_Bact.Sp 5786.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/74c440d9-d186-41f2-a9c3-9db567a69be9___UF.GRC_BS_Lab Leaf 0325.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7515d9e0-f3a4-4a49-9d6a-77cfa40a16a4___GCREC_Bact.Sp 3655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7624a9cd-018d-467a-99f9-2255a27103a4___GCREC_Bact.Sp 3725.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/762e1022-3ed8-4d96-9f05-e22c0757c8ba___UF.GRC_BS_Lab Leaf 0774.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7684341d-0c30-4bc4-98c5-e09a96483692___GCREC_Bact.Sp 5695.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/771d095e-7965-45ff-8242-60220da372e7___GCREC_Bact.Sp 3777.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/777c6add-17fe-4630-8356-92526c155fe4___GCREC_Bact.Sp 3133.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/777d71b0-d3ec-4eb1-a141-b3bf9df3e515___GCREC_Bact.Sp 3111.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/797b134d-3511-4e24-8372-2a61507095af___GCREC_Bact.Sp 3143.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/799f1c5e-d749-47d1-a8c9-d11f506ceed9___GCREC_Bact.Sp 5629.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7a0193fd-9941-4800-b425-aafa3a998737___GCREC_Bact.Sp 5774.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7b364fcb-622e-40fd-92fe-aec01682497e___GCREC_Bact.Sp 6087.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7b4845c4-e8c2-4e8e-93f1-5c9639c9995a___GCREC_Bact.Sp 3272.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7b4a5701-1c8d-425d-bf24-204e6de88013___UF.GRC_BS_Lab Leaf 0349.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7c0bb91f-4508-4bb1-a3d4-da074429c167___GCREC_Bact.Sp 3167.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7ca28666-9325-4718-b10f-44d0fcd03a85___UF.GRC_BS_Lab Leaf 0807.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7ce15eb0-95ec-4196-a8c0-efa2905523a5___GCREC_Bact.Sp 3193.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7cf98788-6726-455c-9b6b-0163e80d4c0d___GCREC_Bact.Sp 3733.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7e3bff88-4160-4ba5-bbe1-6c1eedb6c7c1___UF.GRC_BS_Lab Leaf 0858.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/7f4e7217-5d75-432f-824f-c175dedbfe06___GCREC_Bact.Sp 3762.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/804d4f72-ba6c-4de8-acac-3cfa3683ee81___GCREC_Bact.Sp 5575.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/805d07e6-2190-4c8a-9267-75b1c0477a04___GCREC_Bact.Sp 3010.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/80c7525a-630e-4d8c-b261-668e8d1c6449___GCREC_Bact.Sp 6044.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/80c97a5c-e7db-4f3c-8de0-0fecb6c451f1___GCREC_Bact.Sp 3553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/81349fa9-f5ca-449c-8f10-47788ed939a4___GCREC_Bact.Sp 6153.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8173d1ee-3fb4-493d-80d2-73ff608b8467___UF.GRC_BS_Lab Leaf 0501.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/81a7ec11-35b9-47cb-a831-d0eba07cf8ca___GCREC_Bact.Sp 6178.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/81bffde8-5cee-4cf4-9c5a-fee297a4ada8___GCREC_Bact.Sp 3221.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/82b9b632-6609-4f02-b58c-63480badb4e9___GCREC_Bact.Sp 6164.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/830824a7-c51d-477e-b987-19ae4d388f48___UF.GRC_BS_Lab Leaf 8838.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/86501b42-94c0-4f0c-98de-f6a0364a5bf2___GCREC_Bact.Sp 6220.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/86e15a0a-ec2c-4fdc-8ffd-f11ddd200309___GCREC_Bact.Sp 3524.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/86f8c248-65a7-49a5-9374-9710a7082005___GCREC_Bact.Sp 5634.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/87946145-3625-4e66-8570-c7c0d2c4a388___UF.GRC_BS_Lab Leaf 1148.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/87e80453-5c30-413b-b60f-673730e8e2d4___GCREC_Bact.Sp 3207.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8813e958-3b2a-4eee-86bb-88133f98b971___GCREC_Bact.Sp 3297.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/88608ab3-6f80-4b0c-988d-038a3094d972___UF.GRC_BS_Lab Leaf 9179.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/888463af-3611-49bb-bbf3-b3b35d0496dd___UF.GRC_BS_Lab Leaf 8725.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/88a7028b-20f6-43c3-bc33-9b841a4ed9ce___GCREC_Bact.Sp 6334.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/88b2d700-280b-40e3-a0d5-6118ba94d46e___GCREC_Bact.Sp 5871.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8a4441e3-8f4f-4f3c-9746-3014cf12337e___GCREC_Bact.Sp 5565.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8a496fba-9b07-47a4-a9b0-8f14f6715cec___GCREC_Bact.Sp 5659.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8c1a0a73-26c9-405e-8957-8dd58df6bdf4___GCREC_Bact.Sp 3738.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8c2d8590-4fb3-4670-b2f0-384df42eb3a7___GCREC_Bact.Sp 5921.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8d1daa35-ff4d-4c3d-80b5-511a8034750a___GCREC_Bact.Sp 3289.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8d5d586c-35ad-4cf2-99f7-a8d92f56a306___GCREC_Bact.Sp 3145.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8dbdb623-628f-465b-934c-1cf987fb6ab8___GCREC_Bact.Sp 6134.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8e01eb47-11f6-4e93-ac8f-09db0a9854dd___UF.GRC_BS_Lab Leaf 0519.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8e0325d9-4504-4e3a-8013-a064b8c546f1___GCREC_Bact.Sp 3260.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8f566d4c-a8b6-4ae0-a599-446cbbebecd4___GCREC_Bact.Sp 3405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/8ff85c38-bc88-4bd3-872b-363316b27b5b___GCREC_Bact.Sp 5843.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/90cbe307-2ec6-45f8-b62d-b6fb602466f4___UF.GRC_BS_Lab Leaf 8592.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/91da720b-dc5c-4e35-8b74-50229a43f8be___GCREC_Bact.Sp 2956.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/91e017a6-9d9e-4e53-9d45-fad0cb79b20d___GCREC_Bact.Sp 6014.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/922416fb-0c08-4edd-894b-bbea0ba183f3___GCREC_Bact.Sp 5900.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/927b90a6-6318-47b0-93fd-a1c33d2d36c5___GCREC_Bact.Sp 3641.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/927e4c4b-e6c6-41f1-aabb-255c624ae8f2___GCREC_Bact.Sp 3722.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/93330085-955f-4498-8159-77af45f02ea5___GCREC_Bact.Sp 5735.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/934f7497-94be-4557-8e25-6bc9b27ba7ba___UF.GRC_BS_Lab Leaf 0392.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/93b4e153-ff54-4ad7-871a-0f5e6e1df5cd___GCREC_Bact.Sp 5723.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/947b3e00-f128-48a1-b130-8170ef1d7ece___GCREC_Bact.Sp 3409.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/954e415f-a2ae-42ba-ac21-fdd41da95ff2___GCREC_Bact.Sp 5935.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/95665d23-88a6-4a4d-99d0-437c5b9a0505___GCREC_Bact.Sp 5614.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/959b1a2d-0324-4525-94e6-90c8749cbb29___GCREC_Bact.Sp 5882.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/963e1eca-9916-4918-a2da-0f5feaef000a___UF.GRC_BS_Lab Leaf 0269.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/96e66b34-f4b6-40d7-9459-53fd4da64a9f___GCREC_Bact.Sp 5793.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/970bbfa4-226c-445c-9212-e3ad3c36138e___GCREC_Bact.Sp 3251.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/98a33963-bf05-4c93-a217-045c06047616___GCREC_Bact.Sp 5985.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/98ebc6ae-4ce1-4332-a55c-f6756edb6459___GCREC_Bact.Sp 3232.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/99187376-a5c2-41a7-9eb5-73cc0b2e5c2d___GCREC_Bact.Sp 3137.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9955425d-d21e-4318-a394-099e4e5db3d3___GCREC_Bact.Sp 3646.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/996c688b-9f51-4c81-8153-a13ae17f1ce8___UF.GRC_BS_Lab Leaf 0439.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9a1850b9-2300-4845-a52f-73420ea76617___GCREC_Bact.Sp 3114.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9a3a8b0b-0587-402d-814d-c0201c4f9b5a___UF.GRC_BS_Lab Leaf 0687.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9a9f7f17-5af2-4b88-95f4-6d5e1776dd18___UF.GRC_BS_Lab Leaf 0267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9b1443e6-25d0-4dbb-a3f4-b586d7cce49f___UF.GRC_BS_Lab Leaf 8769.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9be12ff4-ce19-4681-80ec-bc21543a74af___GCREC_Bact.Sp 3318.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9e7f767c-fdc0-4b28-9195-43ee57f8ecb1___GCREC_Bact.Sp 3356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9ea77bf9-c078-4adf-9173-ca0dca15dabd___GCREC_Bact.Sp 6333.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9f2c6d36-700b-4eec-9478-31cfaaed166e___UF.GRC_BS_Lab Leaf 0723.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/9fc3b924-71f1-40a6-8826-de89c9e34e52___GCREC_Bact.Sp 3050.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a0e1d9f5-14aa-4161-aee6-0b1f42444b81___UF.GRC_BS_Lab Leaf 8714.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a20c3f1b-0788-423d-a6dd-22e29b33a882___GCREC_Bact.Sp 6231.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a3666572-94a1-4cc7-8caa-f7e43a1d64a4___GCREC_Bact.Sp 5909.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a3e27be0-e5c9-48dd-8305-dc2725c52ebd___GCREC_Bact.Sp 3853.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a3f9c2ae-4fe3-4d7d-9812-2327e3da5f44___GCREC_Bact.Sp 6099.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a435a766-abdd-42e4-8b5d-98641c1ff7e9___UF.GRC_BS_Lab Leaf 9133.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a448f28f-6c67-4dff-852b-925421141eee___GCREC_Bact.Sp 5554.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a469ae7c-95bb-4633-89a6-bb9da9dcb99d___GCREC_Bact.Sp 5635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a4b7b495-fe70-4c3e-9ab8-e9a290fdf87f___GCREC_Bact.Sp 5610.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a4e1a90d-db92-47bf-8fa8-65e6d6c0780f___GCREC_Bact.Sp 5846.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a4eb83fb-cf1e-4f5d-9966-da27478c697c___GCREC_Bact.Sp 6197.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a58b67cf-4035-4cdd-8bf7-477a8d8bece8___GCREC_Bact.Sp 5564.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a61d4b9b-aaf1-40a1-84d2-8adfe9359a88___GCREC_Bact.Sp 6163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a6387ef1-52bc-4596-a3a4-e0b8c3c46708___GCREC_Bact.Sp 6272.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a66d03dc-9358-40c6-81dd-8ceede163a46___GCREC_Bact.Sp 3021.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a68c88e9-a6a5-4ecd-8b88-08ab127da393___GCREC_Bact.Sp 6156.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a75e41ac-5944-4698-876b-1d0716934982___GCREC_Bact.Sp 5970.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a75ed4a7-c1c6-4c44-ab20-61326f59021b___GCREC_Bact.Sp 3587.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a85dac1e-5549-457d-acda-e776d340f980___GCREC_Bact.Sp 3693.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a8fc7e5e-24c7-45f5-a794-29fab66dd122___GCREC_Bact.Sp 3726.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a9b91a6d-80e7-4234-9a0f-6298ba147a84___GCREC_Bact.Sp 3007.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/a9f9ac3b-84be-4356-9a00-12beaea27593___GCREC_Bact.Sp 3638.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/abaa3e58-7511-4988-a555-b436b0aae002___GCREC_Bact.Sp 6161.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/abf11f35-e792-4cab-a428-38314c5b9b66___GCREC_Bact.Sp 5757.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/abf9d7f0-be8e-4294-bf19-d60270e3a50d___GCREC_Bact.Sp 5573.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ad2c35c8-fa0b-472b-94da-74699da0dede___GCREC_Bact.Sp 6046.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ad6dbb38-c44c-40c9-a6d8-8fc1d928e5de___GCREC_Bact.Sp 3775.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ae471cad-5e5b-4325-a831-bdfe5c005cab___GCREC_Bact.Sp 6323.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/aeb3e3c0-e171-4591-a00a-9e6d353d52e8___GCREC_Bact.Sp 3778.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/af4af498-b222-49db-ac1a-e9a546b69dd6___GCREC_Bact.Sp 3003.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b0ffcaa8-a798-4904-bceb-518fc36aec43___GCREC_Bact.Sp 6327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b19191da-a846-4e30-85b2-a028e1d85376___UF.GRC_BS_Lab Leaf 8635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b1ad1aff-89ac-47fb-ba0b-d88f1517a63f___UF.GRC_BS_Lab Leaf 8824.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b1bc2e49-8946-48ee-8b44-8f54270b2d84___GCREC_Bact.Sp 5999.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b23d2980-58f7-4e83-b8f2-69214abf4bfc___GCREC_Bact.Sp 3529.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b2b3acc9-66f5-4451-9103-deaca3797430___GCREC_Bact.Sp 3446.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b34a1119-72d6-4c68-88f2-17ab64ee3457___GCREC_Bact.Sp 3101.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b39d9edd-bcee-456c-b078-e3e286171114___GCREC_Bact.Sp 3656.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b4d6f68b-742e-46b6-83bd-8d13f7bf0796___UF.GRC_BS_Lab Leaf 0242.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b4ed0e80-0eac-4d10-9e3e-73e34c41d1ac___GCREC_Bact.Sp 5598.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b54854bf-7cc6-4ee4-8189-122c26e75122___GCREC_Bact.Sp 5912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b5c376b6-3c0a-46d7-a053-2b3a57168897___UF.GRC_BS_Lab Leaf 9003.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b64c7a63-777f-4f39-bdb8-92fbdbefbdbd___GCREC_Bact.Sp 3580.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b6f247db-9a19-429c-b665-36a0407b230c___GCREC_Bact.Sp 6373.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b6fe0228-c22c-49fb-aac4-496507eb445f___UF.GRC_BS_Lab Leaf 0688.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b700874c-33cd-4e1d-8b84-f6313e31fc56___GCREC_Bact.Sp 5690.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b8223dd9-c0f5-4e25-8057-1b0bbce7517f___GCREC_Bact.Sp 3402.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b8eae33d-0b5a-45c0-a926-001512a72db1___UF.GRC_BS_Lab Leaf 0611.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b8f38ecf-ef8d-47b5-90a3-e937a300a931___GCREC_Bact.Sp 5770.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/b921c832-358f-4a39-9e62-486d947aae2b___GCREC_Bact.Sp 5888.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ba6c74fb-f6d1-4561-9b3b-30292b940691___GCREC_Bact.Sp 5657.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bac40427-ce12-4369-8866-9e48e2f982da___GCREC_Bact.Sp 6092.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bac8ed42-ef06-44b8-b8da-9947438c63df___GCREC_Bact.Sp 6094.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bb199ebe-f777-4760-adb1-368291627d3d___GCREC_Bact.Sp 5749.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bd214fe7-7ed1-428e-ac09-c3ee84a9ba24___GCREC_Bact.Sp 5699.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bd7ff95f-02e5-491a-8bf9-5f2ac2277e7c___UF.GRC_BS_Lab Leaf 0932.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/be5c54f2-f81d-4365-ac23-6a1c4ce3c8d8___GCREC_Bact.Sp 3611.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/befc4ca2-a878-4f85-b983-c1506a4a1a69___GCREC_Bact.Sp 5883.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/bff7702d-fae9-4865-8256-c82a7bbcdeb1___GCREC_Bact.Sp 3750.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c068927f-d34d-4fcf-b356-0d60f0a5e77c___GCREC_Bact.Sp 3031.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c07fc97b-6fd7-4e55-a6e4-698184dbc5b8___GCREC_Bact.Sp 5686.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c0f88ca7-95b4-453f-be96-b6b02cfe8449___UF.GRC_BS_Lab Leaf 0959.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c1cede9c-e0fe-429e-a62a-31f075b1fe28___GCREC_Bact.Sp 3746.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c2c50222-cc7c-4fb5-968a-d83f6ad8853e___GCREC_Bact.Sp 3630.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c3611ed0-7bb3-47cd-bfac-86cd6f44b5ef___UF.GRC_BS_Lab Leaf 0979.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c5133ab4-1715-4658-970e-e0e4ad42e10e___GCREC_Bact.Sp 3308.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c532396b-5641-4fd3-8c91-a0af394b8b93___GCREC_Bact.Sp 6169.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c61c9a75-61bb-4f14-b5a5-501c6ca5bccc___GCREC_Bact.Sp 3795.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c693b071-ccf9-40e9-97f9-341c2da3c5b1___GCREC_Bact.Sp 3751.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c742e379-a56a-44b5-96d0-1918dd2cb2c9___GCREC_Bact.Sp 3182.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c7fc1301-46d2-4474-8814-b3c29a719b57___GCREC_Bact.Sp 6241.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c7fe1136-0450-42aa-801c-9485ba40cfc7___UF.GRC_BS_Lab Leaf 0376.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c89a5319-7f76-4e6e-ad4e-808a4af55891___GCREC_Bact.Sp 3210.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/c95ec538-9ce6-4ed7-9ba8-224debe0ee64___UF.GRC_BS_Lab Leaf 0891.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/caf5fa98-1dd1-44a8-8ce1-35fff6e06818___GCREC_Bact.Sp 5783.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cb70e79d-a282-448e-a300-7f880a08cd70___GCREC_Bact.Sp 6332.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cd7c0856-eefc-41c3-a838-74db334304b3___GCREC_Bact.Sp 3435.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ce0e079f-e989-45be-a487-fee23b77789b___GCREC_Bact.Sp 3527.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cef26170-8416-48ef-bc58-78effabb6dcd___GCREC_Bact.Sp 6393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cef66036-f0d8-4ab8-898f-8269c2051331___UF.GRC_BS_Lab Leaf 9071.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cefc70ed-e035-44fb-afaf-32401833a800___GCREC_Bact.Sp 3583.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cf40371a-2b37-4dcc-9d86-62c2143b2e70___GCREC_Bact.Sp 3155.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/cfadf3d6-8988-4cd5-967d-589977eccd48___GCREC_Bact.Sp 6274.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d00c45d9-7b1d-478e-93bb-5d5e13ecf14a___GCREC_Bact.Sp 5812.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d0259987-90c8-4af9-a2f4-524ed0c514a2___GCREC_Bact.Sp 6365.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d1b03545-d17a-4d66-82b9-6c7e73e71906___GCREC_Bact.Sp 6316.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d3cdfba0-2224-460b-9c74-194c38d43df8___GCREC_Bact.Sp 3358.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d3fddfab-b65c-43e2-bceb-e72ce73f33eb___GCREC_Bact.Sp 3810.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d4887ae0-982c-46a0-9b3c-5b6a331ebd0f___GCREC_Bact.Sp 3359.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d4b77bcd-b609-40db-964c-8515dabe74bf___GCREC_Bact.Sp 3670.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d504f56f-b000-438e-a81a-e95870d70bb0___GCREC_Bact.Sp 5668.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d56b1f3a-0840-4c5d-87bf-68476ec57b97___GCREC_Bact.Sp 5681.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d5c1bacf-5e76-4332-bdd4-bf18eb7ea58e___UF.GRC_BS_Lab Leaf 8633.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d619a692-5746-4824-b134-982656e61633___GCREC_Bact.Sp 5593.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d6719276-d4fa-4c59-84a2-6a6b40e023f4___GCREC_Bact.Sp 3218.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d6f28d37-30ea-4b05-997b-88c5b4c62856___GCREC_Bact.Sp 6297.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d7ce9c0e-ac95-46e6-8578-80c712d1a44a___GCREC_Bact.Sp 3606.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d8a90b81-eb30-461d-80ba-4fa9c93f379d___GCREC_Bact.Sp 3757.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d8b6f17a-5189-47ae-904f-be4a09dce0ad___UF.GRC_BS_Lab Leaf 9009.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d903df67-fe54-4892-be62-1db1a8bbe6d2___GCREC_Bact.Sp 5942.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/d90c232c-8940-4931-8b77-346b7fecf992___GCREC_Bact.Sp 3729.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/da0ffa44-de62-4314-acb2-59218f5deeb5___GCREC_Bact.Sp 6010.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dabf464f-af7f-4fdb-b598-ebc369968706___GCREC_Bact.Sp 3287.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dbbb04ee-e2ea-4c76-bf67-c3a0aa708407___UF.GRC_BS_Lab Leaf 0508.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dd6e2b14-f790-452a-b810-a667064a8699___GCREC_Bact.Sp 5632.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dddde2e7-7228-47c6-a263-e1c5003471c0___GCREC_Bact.Sp 3512.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/de2b6ef8-f5cc-4cf5-bebf-273d12f2626f___GCREC_Bact.Sp 6301.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/de5c0550-5f5a-4148-9fa1-a3d52b9ec811___UF.GRC_BS_Lab Leaf 0660.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/de72e298-e788-4452-89a1-1e2dcb3998ad___GCREC_Bact.Sp 3445.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/deafaefa-dc4f-40ab-b26a-f462d334e8b2___GCREC_Bact.Sp 3300.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/df6c7120-ac7c-43b5-bb2a-3c61782e7a47___GCREC_Bact.Sp 6030.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dfca025b-a6d9-431a-977e-4bd174daa3a1___GCREC_Bact.Sp 5948.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/dfe2d859-22bd-47f3-82f5-b9ea501ab897___GCREC_Bact.Sp 6331.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e03efa4b-3529-471a-ae38-04c31ab6fa91___GCREC_Bact.Sp 3087.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e0d1e45d-0a01-4d79-8766-11d842cc7155___UF.GRC_BS_Lab Leaf 8804.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e0e5620f-d8bb-4f6e-9d87-87aff4b7c230___GCREC_Bact.Sp 5737.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e2061420-56a2-4612-9ba9-1d9c40e7fd13___GCREC_Bact.Sp 5824.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e33fbdfb-6511-47b7-9dc2-afa294f3ba0e___UF.GRC_BS_Lab Leaf 1045.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e6167368-bc1b-4f68-a725-cbcee3d930fb___GCREC_Bact.Sp 3510.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e7c136fd-9f65-428c-8d94-b74bde9e19c2___GCREC_Bact.Sp 3829.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e7c9c9ed-9e51-4056-93c7-f1ddf74f2ebc___UF.GRC_BS_Lab Leaf 0945.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e7dc7765-74e9-4cd8-94f1-a585c41bea16___GCREC_Bact.Sp 3267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e8a89c70-47c0-478f-b4b3-4f4a754f879f___GCREC_Bact.Sp 3807.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/e928ca07-1757-4734-a146-b18176167cf9___GCREC_Bact.Sp 3709.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/eaea12c1-998c-4853-ba5e-95c8cb08c4b9___GCREC_Bact.Sp 3324.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/eb2eebd9-62f0-441c-908f-1ff90f36bb66___GCREC_Bact.Sp 5752.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/eb8f68ec-bc5c-4413-8b9d-096ddd2d2a3a___GCREC_Bact.Sp 6382.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ebbef323-bca1-40de-987a-58d845856735___GCREC_Bact.Sp 5582.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ebe3ca2e-87b3-4760-a407-c890f977fec9___GCREC_Bact.Sp 6290.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ec7b4bc1-dd3e-4735-a90c-1d51831994a1___GCREC_Bact.Sp 3134.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ec7eb8ff-d779-4fae-a230-aa65a93508a3___GCREC_Bact.Sp 5927.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ec84b7c0-20c8-4b60-9389-a0dbef553184___GCREC_Bact.Sp 6361.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ecc30297-bfb6-4e9e-8b3e-f29ca20cffa7___UF.GRC_BS_Lab Leaf 8904.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ed5db820-e84c-40ad-bee2-22835caa8e39___GCREC_Bact.Sp 3707.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ed618153-da70-475f-be98-cc2b9c28214b___GCREC_Bact.Sp 6211.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ed69ffba-2381-4d89-9c08-503b45779f1b___UF.GRC_BS_Lab Leaf 0302.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ee0ba215-e20d-4ba0-855e-2610d771fb3c___GCREC_Bact.Sp 3509.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ee21b0ab-9f7c-4d95-99db-5d53dcfd5c1b___GCREC_Bact.Sp 3770.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ee58fac2-fc57-4c63-a65b-ede727cf1d43___UF.GRC_BS_Lab Leaf 0809.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/eea69188-8c51-4d11-9e2d-4aec3e91a078___UF.GRC_BS_Lab Leaf 8912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ef110350-8e1f-4eb2-a384-037eafaf1089___GCREC_Bact.Sp 5980.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ef3bf2b8-ec6f-43ca-9153-c96444337dfa___GCREC_Bact.Sp 3418.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/ef79c0ac-b8c5-437b-8d10-971f819b4ab8___GCREC_Bact.Sp 6084.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f0793e2c-2033-4511-ba00-dbd2c42ce3c1___GCREC_Bact.Sp 3226.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f1cc12b3-3116-4b31-81fc-6383303f84ae___UF.GRC_BS_Lab Leaf 0352.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f26ada25-77e0-4439-9cdc-b833b57e1053___GCREC_Bact.Sp 5978.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f2f180d1-45fb-46b6-b528-63a7f87dd78a___GCREC_Bact.Sp 5911.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f31f2360-da0a-434a-8469-ebd257c4c29c___GCREC_Bact.Sp 5751.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f3e97d75-404f-4143-8316-87fa9a7ada6f___UF.GRC_BS_Lab Leaf 9173.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f4304000-5523-4fc6-93e4-9e570a1d237d___GCREC_Bact.Sp 5689.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f47f66f7-19c1-46d2-8dd1-24ad16f0b670___UF.GRC_BS_Lab Leaf 0225.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f4f56f28-479b-4e71-afb2-210e668a411e___GCREC_Bact.Sp 3537.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f5b9b1ee-1abf-489f-be80-a4c80bfb2820___UF.GRC_BS_Lab Leaf 0445.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f5d9fa8d-af44-4362-9134-190479bbe522___GCREC_Bact.Sp 3610.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f675726b-1569-4147-9af2-23ac17a555ec___GCREC_Bact.Sp 3150.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f68ccc94-dbbb-43e3-a7fb-c298c0f5830c___GCREC_Bact.Sp 6057.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f715c7e4-8b89-4eda-b020-adcf49e910f0___GCREC_Bact.Sp 6315.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f7b71d93-0c1e-4bfe-a00c-004ad1cd2158___GCREC_Bact.Sp 6298.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f9614f74-38f0-4ada-b73f-2a65ae1885c7___GCREC_Bact.Sp 3736.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f968f18e-bc41-40bd-b838-f535be8afb93___GCREC_Bact.Sp 5744.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/f9ca8392-73cf-4045-96f4-5fe481418df1___GCREC_Bact.Sp 3165.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fb09d588-5a64-4659-8240-17b978ca9e51___GCREC_Bact.Sp 3557.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fb636130-5e9f-4a7b-b6f6-590e0808bfe6___UF.GRC_BS_Lab Leaf 0890.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fb70612e-974a-4bed-bfcb-fcf8038b51ce___GCREC_Bact.Sp 5627.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fcff6ccd-294d-481f-affb-815097ed74dc___GCREC_Bact.Sp 3115.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fd464954-3098-4e86-b8fd-065414d96089___GCREC_Bact.Sp 5838.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fd7e07cc-7fdf-4203-be7c-8ff2e323e71d___GCREC_Bact.Sp 3533.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Bacterial_spot/fe1532f6-a66d-4705-b0ab-7e5ed6f9b81a___GCREC_Bact.Sp 6346.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0012b9d2-2130-4a06-a834-b1f3af34f57e___RS_Erly.B 8389.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/004cbe60-8ff9-4965-92df-e86694d5e9ba___RS_Erly.B 8253.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0114f7b3-7f56-4bef-aa47-7a82da142d4b___RS_Erly.B 7437.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/01f87f04-ff38-4aba-b7d1-587aa06e5282___RS_Erly.B 7851.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0208ed52-1b28-4c9c-88e3-4667581e1109___RS_Erly.B 7829.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/03b7a13c-f5c0-44c4-beed-443841670e9a___RS_Erly.B 8225.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0401adc0-0998-4d8e-90de-4eae8caf4248___RS_Erly.B 8446.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0401adc0-0998-4d8e-90de-4eae8caf4248___RS_Erly.B 8446_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/072ae43a-416b-434a-a5a2-1b48bc47fada___RS_Erly.B 7472.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/072ae43a-416b-434a-a5a2-1b48bc47fada___RS_Erly.B 7472_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/07324d80-17c5-4541-9702-62e9c744ac07___RS_Erly.B 7455_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/08615b7d-eca7-487e-a9ea-07842ecf81e8___RS_Erly.B 7543_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/089243e5-f319-4ed2-b10c-603328ff4143___RS_Erly.B 9428_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/090af0e4-75f2-495a-8bca-a3370c6dd2a6___RS_Erly.B 9562_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0982d864-182e-4d36-959a-dcc67d85d9e6___RS_Erly.B 9481_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0bd357fe-1e54-4c65-979c-e894e0b8a3aa___RS_Erly.B 8328.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0db67be3-f733-4d15-b7d9-5d075b2cafc7___RS_Erly.B 6401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0e2abcfb-e62b-4c61-a24a-0800cad904a8___RS_Erly.B 7382.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0f03a09c-aa48-4d51-95e1-752c466c3742___RS_Erly.B 6413.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0f111718-a749-42cf-9495-412f4b51acf0___RS_Erly.B 7482.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0f7a2408-9c26-4ff9-bee5-2bfcd91a11f7___RS_Erly.B 9440.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/0fc8cb27-a10f-4587-a91d-4dbec9f839c7___RS_Erly.B 7715.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/113562f3-fe24-4b28-9ec8-7ca432bded47___RS_Erly.B 9402.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/11922494-321b-4742-afbe-f6db6a8b4005___RS_Erly.B 9392.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/11922494-321b-4742-afbe-f6db6a8b4005___RS_Erly.B 9392_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/121e9cbe-77d2-43ca-8e04-17a556a1c2b2___RS_Erly.B 7512_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/141bbdef-ba38-49ed-9d6f-fe8d9de38e6f___RS_Erly.B 9579_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/150cfe75-133e-4e98-90cb-de96a8120c03___RS_Erly.B 9414.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/150cfe75-133e-4e98-90cb-de96a8120c03___RS_Erly.B 9414_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/15fb19ad-8a5a-4e1b-8ed2-c8d48b006b1d___RS_Erly.B 7674.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/16d79bd2-5c70-4e6b-a52a-0c578b501d04___RS_Erly.B 6446.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/171b6622-c111-4fe9-b3f9-12b12ee0db06___RS_Erly.B 7836.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/17d051ce-efe1-486e-b5ed-b71b1317a9f0___RS_Erly.B 9614.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1829d517-53ae-48a9-b721-5043dd10d0d2___RS_Erly.B 9518.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1829d517-53ae-48a9-b721-5043dd10d0d2___RS_Erly.B 9518_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1863e110-8422-400b-89a6-f0ef457659cc___RS_Erly.B 6462.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/18815a60-8297-46e0-922f-e6a0fea818ef___RS_Erly.B 7808_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/18a21f42-8794-4665-8174-b0ccd3758af8___RS_Erly.B 7650.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1941f5d9-f31f-453e-b07c-3f90da6aa381___RS_Erly.B 8238_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1b4a2ad5-057d-4fac-9188-648edbe49751___RS_Erly.B 7767.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1dad664e-ec73-474e-aaf9-a832ca212e3f___RS_Erly.B 7533.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/1e02dbef-ecc2-4c1b-ae5a-b90057505574___RS_Erly.B 9475.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/203d84bc-4acc-4cad-b4f9-f659ae641876___RS_Erly.B 7615_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/20459a26-c07a-4592-baf8-6d4172c23cec___RS_Erly.B 8358.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2165f0a3-1265-491d-ad8a-e53102a87e9b___RS_Erly.B 9376_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2179421c-3ce3-4581-8b65-17da6fffd3db___RS_Erly.B 7730_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2245fdf5-3ff5-4624-9797-0b65bcc6cf73___RS_Erly.B 6358.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/22faea13-4b3e-4d87-b80c-379755a7b747___RS_Erly.B 7852.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/239213d8-587b-48a8-bfdf-03157ba8e95d___RS_Erly.B 6385_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/240300f1-a601-4363-84e8-670af8a124a1___RS_Erly.B 7762.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2419fd79-cda0-4ba4-be14-31c92a2e91dd___RS_Erly.B 8255.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2419fd79-cda0-4ba4-be14-31c92a2e91dd___RS_Erly.B 8255_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/24379205-969e-4cd0-9232-176c83364d60___RS_Erly.B 7617.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/243a77c6-b401-43c4-9230-68b4b11f3b83___RS_Erly.B 7754.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/243a77c6-b401-43c4-9230-68b4b11f3b83___RS_Erly.B 7754_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/250df77c-cb57-4e85-9cf2-531033930030___RS_Erly.B 6477.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/250df77c-cb57-4e85-9cf2-531033930030___RS_Erly.B 6477_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/250f6c43-1800-4c21-9d73-cc51fe144bbc___RS_Erly.B 6356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/25430871-a740-4dd8-a836-bf2d52eb233b___RS_Erly.B 6420_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/264bc13b-2bcd-40f8-ae25-23aef0ccdc64___RS_Erly.B 7589.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/265940d8-b4e9-446f-b977-3cbd9ee4f789___RS_Erly.B 9595_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2763c9bc-ecc6-4f1a-86a7-ef8ffa370420___RS_Erly.B 8422_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2792287f-aa8e-4c03-aabe-479e75cdc0f8___RS_Erly.B 9584_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2840c2f1-b901-41c2-8d0c-7827bc7f8ab3___RS_Erly.B 9574_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/28d03063-a772-4136-80fd-3bbff0fffa41___RS_Erly.B 7370.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/29645def-a571-4442-8f95-d7ebf71befde___RS_Erly.B 7751_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2bdecb58-7e31-4129-83ff-125b7a31c0f6___RS_Erly.B 9506.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2c9fda20-f414-4aaa-8798-faf6bc38f014___RS_Erly.B 6491.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2ef629c7-3366-41b5-a1b7-0e3bcb3ac28c___RS_Erly.B 9395.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/2f3c483a-b18d-4571-8c00-fb24f166d328___RS_Erly.B 7667.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/30542417-544f-4bd5-9fa6-bdeb844c11a4___RS_Erly.B 6454_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3069555f-45e9-4208-bc5e-015ce47e34e2___RS_Erly.B 7663_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3069555f-45e9-4208-bc5e-015ce47e34e2___RS_Erly.B 7663_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/313ff9e3-e43c-45b6-9879-b76a1e040eef___RS_Erly.B 8454_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3205c4f9-9dd4-44ce-8e4c-0bd93405d60b___RS_Erly.B 6331.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/32065728-b0b0-4840-b2cc-7461b371e57f___RS_Erly.B 6407_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3271f296-5264-4600-94e0-bde6cf1a2b42___RS_Erly.B 8300_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/32ae9564-c205-4814-b579-1ebf0d732e7e___RS_Erly.B 9415.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/32e59188-5c46-4369-8991-5acfa253263b___RS_Erly.B 7781.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/32f37240-9abc-4a4d-8c62-37ee3e89d0b6___RS_Erly.B 6424.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3387fbf2-ee72-4601-b8de-c863eb96d181___RS_Erly.B 7452.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/342d78c9-af97-4325-ad0f-0f12e0a206c2___RS_Erly.B 7406_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/345b59b4-87fd-43a2-9783-fed3e492c4d7___RS_Erly.B 7402.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/345b59b4-87fd-43a2-9783-fed3e492c4d7___RS_Erly.B 7402_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/347120f8-e92d-43f7-9ace-196890cec04d___RS_Erly.B 9421_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/352ced01-4645-44e5-bc3e-1b7172deb883___RS_Erly.B 7758.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3592b22c-09cd-4005-97c4-cdd11318cce0___RS_Erly.B 9391_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3889a459-3e30-4345-83e1-57c68b32af30___RS_Erly.B 7638_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3889a459-3e30-4345-83e1-57c68b32af30___RS_Erly.B 7638_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/38c6a01b-91c0-431b-8f58-05fa43cf94b7___RS_Erly.B 9408.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/392df5d9-0383-4ce9-a6fa-17d09cdc3c62___RS_Erly.B 9497_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/397ffe67-e784-44d5-ae1a-d1e2990c041b___RS_Erly.B 7637.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/397ffe67-e784-44d5-ae1a-d1e2990c041b___RS_Erly.B 7637_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3a2f31aa-b3e1-45a0-b0e6-2ffe3a2538b2___RS_Erly.B 9393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3af16e88-1b4d-46d5-a099-7450600f11e8___RS_Erly.B 9545.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3be94535-c405-4f67-99cb-6ffc5f596639___RS_Erly.B 7783.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3daf2ed3-e39b-4b4d-a691-a7722ef8ed32___RS_Erly.B 7373.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3e9cd8a5-ebe7-4a65-940c-7fd721195c73___RS_Erly.B 7616.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/3f35dad7-734b-46ee-8193-09fd3c8562ff___RS_Erly.B 7600.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4065f166-5f48-4277-9f51-7aa61dbd4b48___RS_Erly.B 8399_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/407d9731-c2d8-48c1-8712-9719c185791c___RS_Erly.B 9496_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/420da335-510d-4e55-ac9c-2cad3530ad68___RS_Erly.B 8442_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/42d072db-d17e-4050-882a-6a8d1c1ede05___RS_Erly.B 8430_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/42ef04d9-9bea-4bd2-9ea4-54cb16c9be24___RS_Erly.B 9616.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/43e84adf-0897-47dc-97a4-94ef0e83eef5___RS_Erly.B 6399_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4490b039-427d-414c-836d-a1fda6c1ad49___RS_Erly.B 8369.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/468dba17-366a-422f-b3b6-061261942b0d___RS_Erly.B 7853_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/47c05777-ef2f-4baf-8f1a-61ab067a4627___RS_Erly.B 7350_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4803a0a5-ac23-431f-b792-d60a25a268bd___RS_Erly.B 9508_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4803a0a5-ac23-431f-b792-d60a25a268bd___RS_Erly.B 9508_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/484250ea-cc2c-4614-bee8-7f24007e00ac___RS_Erly.B 9463_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4845b02b-1b59-454b-8aae-c4df6c02cbd8___RS_Erly.B 7660.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4845b02b-1b59-454b-8aae-c4df6c02cbd8___RS_Erly.B 7660_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/493f53cc-b8d5-4c71-9446-30f0365f1e4b___RS_Erly.B 7583.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/496e8f67-eec4-47be-9c37-b7e8fd4cf230___RS_Erly.B 7743_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/498e5205-4421-4ec6-80b5-e4f79156b1c5___RS_Erly.B 7362_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4c524fa6-db92-41e1-8d32-84732f78343f___RS_Erly.B 7768.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4c927622-ea22-4718-8e36-319218ee53bf___RS_Erly.B 7712.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4d007f46-814a-4cec-93d4-0be4b32a9ed6___RS_Erly.B 6495.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4d4da4c4-3de3-4eb5-93d4-a78bf274270b___RS_Erly.B 9538.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/4e3c2c95-69ca-41d4-9b08-4e0bb7f425eb___RS_Erly.B 7469.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/503785a3-9eaa-4887-b832-2288f747624a___RS_Erly.B 7636.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/511fb1ba-bef6-4144-9e05-461a66022cba___RS_Erly.B 8435_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/51708fa7-4619-4957-bfc6-8e422ee23a99___RS_Erly.B 7630_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/518d8b79-c548-42e4-b78d-f2145eb1d6da___RS_Erly.B 7794.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/518d8b79-c548-42e4-b78d-f2145eb1d6da___RS_Erly.B 7794_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/51f589f7-d843-4d5d-8c5a-385951f58865___RS_Erly.B 9424.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/533debcd-c993-4c11-8515-9ec280cdc023___RS_Erly.B 7389_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/533debcd-c993-4c11-8515-9ec280cdc023___RS_Erly.B 7389_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5390d8c0-5781-47cf-8d0a-482e000a01f3___RS_Erly.B 7400.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5390d8c0-5781-47cf-8d0a-482e000a01f3___RS_Erly.B 7400_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5390d8c0-5781-47cf-8d0a-482e000a01f3___RS_Erly.B 7400_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/53bb67c4-0fef-4f13-b4a3-206d06155ffc___RS_Erly.B 6434_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/53c47cc3-e958-4e9a-811a-e19e99ef0a8c___RS_Erly.B 6373_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/53c47cc3-e958-4e9a-811a-e19e99ef0a8c___RS_Erly.B 6373_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/54a33a0e-3bf6-44de-ba94-8b5096f1cb6e___RS_Erly.B 7668_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/54d55df4-c760-4191-b998-d1e1493a35f5___RS_Erly.B 7524.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/54e98d19-a7a0-44d8-a004-1eaee5f3610b___RS_Erly.B 7348.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/552787d3-3937-4ee5-9824-6b78e90e5cbb___RS_Erly.B 7510.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5592a349-b19a-4fe8-a131-a89bbae8b655___RS_Erly.B 7474_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5595a78c-8a56-4ee2-b085-a96c6fb67846___RS_Erly.B 7716_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/55d4f7b2-17d3-4987-92fe-6aff1a8c4f3a___RS_Erly.B 7558.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5688c1fd-cd1f-4fb5-9e0b-d12c0c095023___RS_Erly.B 9511_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/56e77ea3-5b58-409c-991d-c6d1e3740f65___RS_Erly.B 7358_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/56e77ea3-5b58-409c-991d-c6d1e3740f65___RS_Erly.B 7358_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/573fc55b-8a73-48ba-b916-5d7f397977e4___RS_Erly.B 8384_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/579c6b36-c17e-4510-a1ba-31cabbb0951f___RS_Erly.B 7517.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/58268d35-a896-406d-9686-5f2f2b9a5b10___RS_Erly.B 7433.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/583a02eb-f2f2-4a62-8455-f77e08fc19c4___RS_Erly.B 8266_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/591ec786-c9bb-4054-be3a-055f0dbecbd2___RS_Erly.B 7416_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/59dbd132-6e6c-4127-a218-b7602cbee670___RS_Erly.B 9449.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/59dbd132-6e6c-4127-a218-b7602cbee670___RS_Erly.B 9449_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/59fbd532-f75e-4c09-be68-3707d1323868___RS_Erly.B 7863_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5b86ab6a-3823-4886-85fd-02190898563c___RS_Erly.B 8452.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5bbfc062-042e-4929-98ba-fd034a03092d___RS_Erly.B 7581.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/5bcb328c-9fa4-4abf-a3b6-8a015ada7d94___RS_Erly.B 7476.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/603c6233-8cc0-4bb7-97f3-0e5db1614c63___RS_Erly.B 9398_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/6043e8e3-0ab2-4b30-b125-e2a26123b487___RS_Erly.B 8307.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/605e0af6-415f-4e25-8f0d-a8f36371732b___RS_Erly.B 7827_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/60b089ee-97ea-4df8-bb95-cd8c2094b24e___RS_Erly.B 9426.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/60b089ee-97ea-4df8-bb95-cd8c2094b24e___RS_Erly.B 9426_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/61047d59-d93a-4133-92ab-4f2481fa6bed___RS_Erly.B 9533_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/611a3c58-8a99-401e-9745-592b55bddb85___RS_Erly.B 7679.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/618b7af9-69ff-4a97-a738-984fec04f25b___RS_Erly.B 7527.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/618b7af9-69ff-4a97-a738-984fec04f25b___RS_Erly.B 7527_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/61f57acc-088f-45e0-b0b5-860120082ae9___RS_Erly.B 7388.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/620df2cc-834d-48b9-b9a8-11da26395739___RS_Erly.B 9557_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/64fade29-cabf-4ec2-a5cf-8c7aeca19eea___RS_Erly.B 6427.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/65568918-2d9c-4f0c-aa9d-3f4fa8b9a60c___RS_Erly.B 7354.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/65579d4a-eb54-47cb-a8f7-d886971c8c63___RS_Erly.B 7475_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/65bc0e3e-39a0-4fde-a9b3-65d2dd7dd63e___RS_Erly.B 7485_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/65e02ee3-6760-4416-b1a5-9556bea43d0b___RS_Erly.B 7772_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/669eda4d-aa2e-4d84-9146-c96b047eb70e___RS_Erly.B 6369_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/66c98dd1-2790-4977-91ee-1b10ca8c687b___RS_Erly.B 8418.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/671586ac-ff93-4825-b6a5-4b7bc7cbbff2___RS_Erly.B 9531.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/676eb874-87e8-4f5d-bd38-013799c31996___RS_Erly.B 6458_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/6797ee0c-20a8-4a39-ab57-f65eb9c57885___RS_Erly.B 7647.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/68d40fcc-8554-4973-9abc-27fc1928cc9c___RS_Erly.B 7595_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/6c5baf51-ae97-41dd-9728-1995177e3b6a___RS_Erly.B 7723.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/70de9ac6-f90f-441f-a51f-217f55213234___RS_Erly.B 9568_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/70ef7eee-0584-44fc-9c5d-95b504554266___RS_Erly.B 7709_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/71eb9b0a-a7ea-47a0-8108-71949d74e22d___RS_Erly.B 7557.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/72e0c27a-891e-4864-a473-c44d578ad2ed___RS_Erly.B 7622_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/73cf82cf-a099-4243-a7a6-b06c79eedb65___RS_Erly.B 7412_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/73cf82cf-a099-4243-a7a6-b06c79eedb65___RS_Erly.B 7412_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/74354e66-6888-4fac-8984-b8f887df2d86___RS_Erly.B 7578_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/748ed7a9-9044-49d2-943d-8c82a1763c55___RS_Erly.B 8230_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/748ed7a9-9044-49d2-943d-8c82a1763c55___RS_Erly.B 8230_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/74b3c6cf-a35b-481b-aa22-7483a52bff76___RS_Erly.B 7792.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/75128610-8633-4000-8f74-17b6cff222d7___RS_Erly.B 6341_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7621d943-ed1a-4ffb-8fa4-8c12d50424de___RS_Erly.B 8322.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7621d943-ed1a-4ffb-8fa4-8c12d50424de___RS_Erly.B 8322_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/762585ed-e09c-43c8-8297-8b6ef503ecb0___RS_Erly.B 7420_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/765d8e2a-ebad-4fd5-a968-a9d21986268d___RS_Erly.B 6481_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/76b0d46d-8e2b-463b-8cba-eaeee6dc1851___RS_Erly.B 9527_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/76e4e737-6526-4007-923f-5b6c1e9951ed___RS_Erly.B 7759.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7763d482-8290-46f4-83aa-edb87ae15297___RS_Erly.B 7766.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7763d482-8290-46f4-83aa-edb87ae15297___RS_Erly.B 7766_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/77ac0ab9-bc81-4de6-8f4d-72d15974d227___RS_Erly.B 7773_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7828bbde-4f60-441e-be89-6cedd12f1c1c___RS_Erly.B 7830_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/79b737a7-eca5-4eb9-b30e-dd3e85640e55___RS_Erly.B 9492_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/79c34498-d83f-4afd-a339-074b4dbb20bd___RS_Erly.B 8450_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7b32caa4-0d67-4b84-a1bf-cf9dffd7ffe5___RS_Erly.B 6405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/7b7780c0-f1b2-4095-924c-f3d7777b427e___RS_Erly.B 9613.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/801083ae-26f9-4a9a-9e9a-f73fb18b67e5___RS_Erly.B 7363_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8039671d-c264-49aa-bfbc-81fabe24b007___RS_Erly.B 9397_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/803ac166-670f-4cad-9f37-e36eea3118d9___RS_Erly.B 9457.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/80c0ed57-74c8-4e02-9cd4-5c29ae099594___RS_Erly.B 6447_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/815fb4d0-7902-45a2-a7c7-2ee400a2e25a___RS_Erly.B 7646_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8387d34a-777f-457f-82ed-24856d75f0cc___RS_Erly.B 6394_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8405be22-ecbb-4cec-a87d-e0d454b9926d___RS_Erly.B 7847.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8405be22-ecbb-4cec-a87d-e0d454b9926d___RS_Erly.B 7847_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8597694d-3162-40ab-9f5b-e8c7cf03e045___RS_Erly.B 9485.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/859a134c-51f7-4294-bd1a-78140d775bca___RS_Erly.B 8327_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8647963f-aacb-44f3-82bc-fa749bc65694___RS_Erly.B 6391_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8647963f-aacb-44f3-82bc-fa749bc65694___RS_Erly.B 6391_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8714986a-ae97-489a-8259-67411bfa2379___RS_Erly.B 9400.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8714986a-ae97-489a-8259-67411bfa2379___RS_Erly.B 9400_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/872ec950-8238-4f73-a366-f72f2f92d3fe___RS_Erly.B 7487_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/87b7f08f-2ea2-4fce-bd6a-7aeee641652d___RS_Erly.B 8413_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/886b8bc5-3690-4939-b5d5-066c7e62019d___RS_Erly.B 9454.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/893b7469-eb50-4567-9292-dc8f7610c311___RS_Erly.B 6442.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/89e0c6b5-8812-4a16-92eb-e63401b50051___RS_Erly.B 9589_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/89e7a492-7347-4659-ac0b-2df664ed4c80___RS_Erly.B 8438_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8b448aba-68ad-461d-a8f4-99c6ccee8fbe___RS_Erly.B 7463.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8c757ec5-a977-412f-bf8e-208fefc79063___RS_Erly.B 9504.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8d70db5b-7916-4397-836d-6a73a2faaead___RS_Erly.B 6330.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/8fd0e481-6590-4314-8dd9-975e5da774c8___RS_Erly.B 9559.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/906f1ca6-2923-40c2-a924-5486fc3d7ba0___RS_Erly.B 9444_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9080624e-b5eb-456b-9743-2406cdd01113___RS_Erly.B 9618_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/90915bb5-9440-43dd-85c1-5d30865054d5___RS_Erly.B 7493_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/91866d08-cbe2-4a9a-87fd-f2b969e5340a___RS_Erly.B 9588_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9249614a-4e74-49af-81ab-f8d0689fdc50___RS_Erly.B 7610.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9302786b-4392-4e54-a7a1-c6c39043caaf___RS_Erly.B 8329.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9305f21d-4558-49ae-b831-a7a1a4d399c2___RS_Erly.B 7417.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/93533fec-94de-411f-a52e-38cd4d36dbee___RS_Erly.B 9558_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/93dd10f7-791e-4c52-a8d0-f9196cafaecb___RS_Erly.B 8284_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9407ce87-44ce-4c7f-89ae-1e497b44ae30___RS_Erly.B 9381_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/957be08a-9b4f-4c28-9908-622fdb996f1c___RS_Erly.B 7591.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/95f5cf16-3e2d-4b96-9f3d-732cf1c60d6e___RS_Erly.B 7564_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/96441f54-ccd3-4f34-b405-e395e5070d2c___RS_Erly.B 8336.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/96441f54-ccd3-4f34-b405-e395e5070d2c___RS_Erly.B 8336_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9664a85d-6c90-46d7-98e6-cbf1b99cc53e___RS_Erly.B 7503_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/96aa2fd2-d8dc-4650-9b56-7b0f25f27edf___RS_Erly.B 7821_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/96f7a84a-cafa-487d-a032-548cfe965bdb___RS_Erly.B 9621.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/96f7a84a-cafa-487d-a032-548cfe965bdb___RS_Erly.B 9621_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9744fa97-16b3-4a16-afc0-c86ac0397759___RS_Erly.B 6411_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/98009062-b345-4f14-bc90-f458e6027918___RS_Erly.B 7411.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/98f19e26-5889-4e8e-9175-8dbbaa3439ef___RS_Erly.B 6449_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/99cfe9bb-77a1-4bd6-9c48-58fffac2a133___RS_Erly.B 7387_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9b0106a7-eb90-4bb2-beec-6c9eb2d90d4b___RS_Erly.B 7424.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9cd2e960-3941-4b60-84fb-0ed227c26ed7___RS_Erly.B 7839.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/9d64c577-43dd-4409-b0ed-f5460bc01dc9___RS_Erly.B 7685.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a00845f3-9a14-474b-967c-82b7ea7b314f___RS_Erly.B 7550.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a138ec63-9d5e-4c6d-97d6-da0159c93c0a___RS_Erly.B 7744_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a1d275d1-5405-4829-9328-4225ffe69506___RS_Erly.B 7515_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a1e875bd-5c06-4031-b0c0-9413d754df0e___RS_Erly.B 8221.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a20bd77c-4ecf-473c-89aa-329b1719fbe1___RS_Erly.B 7639.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a278a40a-bb25-4210-b646-2d232245851a___RS_Erly.B 7719_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a28eb895-ef7c-49cc-bc0f-5e01498e5ca2___RS_Erly.B 6463_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a2ec9710-99ea-4dc5-a88c-69974e0557dc___RS_Erly.B 9412_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a3af61fe-3cde-4083-963f-909bfced23db___RS_Erly.B 7590.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a3d07302-420d-4b4e-94f2-6694ef9d2088___RS_Erly.B 7652.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a3d07302-420d-4b4e-94f2-6694ef9d2088___RS_Erly.B 7652_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a40e0118-57f7-4a3c-92f5-07e968449dd0___RS_Erly.B 9536.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a48e8b60-3636-4f7e-8ce2-d6625d866720___RS_Erly.B 7458_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a4bf3663-8d32-49e7-8394-cd0d29531704___RS_Erly.B 9465_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a52492e3-7916-4a13-a175-6a6c0dd3440a___RS_Erly.B 7613_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a52492e3-7916-4a13-a175-6a6c0dd3440a___RS_Erly.B 7613_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a5c26ace-e91d-4afc-a958-eee6bbe7aed2___RS_Erly.B 6361_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a6d7438a-35f6-40fb-ab5c-a46cdfef7e83___RS_Erly.B 9594_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a6d7438a-35f6-40fb-ab5c-a46cdfef7e83___RS_Erly.B 9594_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a7aac68f-92a8-42dd-ad5b-662c172fa594___RS_Erly.B 7579_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a86f36c6-2089-4367-ba3e-5b7c8b3c0084___RS_Erly.B 7492_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a8844870-0efc-494c-af8c-d5c94fd619f3___RS_Erly.B 7756_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a8b2bbbc-5bef-4ef4-8322-48cde639a9aa___RS_Erly.B 7438_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a8b2bbbc-5bef-4ef4-8322-48cde639a9aa___RS_Erly.B 7438_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a8cade96-090a-4dcd-bc79-d13a4046370d___RS_Erly.B 7721_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a8d93308-45b8-46e0-b708-02c325d6b027___RS_Erly.B 9535_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a98a655f-a2f5-44eb-a73b-edf25ca85921___RS_Erly.B 6351.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/a9a349e8-bf20-4495-8db5-70ca9293608d___RS_Erly.B 7367_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ab1f0275-f2db-4dcf-befb-8921c6101b80___RS_Erly.B 7596_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/abb2b25f-a1a8-49c7-8bc9-a66dc224481d___RS_Erly.B 9573_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ac04851f-ae27-4dc8-9ccf-d23e5a56d6f3___RS_Erly.B 9587.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ac57ab70-6d8c-4065-8bab-3a88b5239aea___RS_Erly.B 7408.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/aca65de6-6464-4f8c-803d-b55f92f950f8___RS_Erly.B 6663_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/accd568b-73d3-49f9-8ddb-4a51e1595383___RS_Erly.B 6375.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ad567130-1714-4f31-9735-9ffe4b373964___RS_Erly.B 7623_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/aea263ac-87a1-42b7-a3ca-15d69e55204e___RS_Erly.B 9486_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b0f9d534-0c29-4185-bdd1-43b83dc586f8___RS_Erly.B 6453_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b165d0d3-726d-4913-8b92-3f14e1b99410___RS_Erly.B 6377.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b24b9d32-857b-45ef-be89-552232fadfb2___RS_Erly.B 7763_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b24f8f98-4bfe-4605-85f5-738fc09e58fe___RS_Erly.B 6406.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b24f8f98-4bfe-4605-85f5-738fc09e58fe___RS_Erly.B 6406_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b45de15f-76b6-46bf-9990-e819dbef21d1___RS_Erly.B 9491_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b4cfa208-cee0-4383-b0e2-6988814fbb9a___RS_Erly.B 7645.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b5367f51-874a-4202-a6b6-02327196fd93___RS_Erly.B 8235_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b559ff8f-efd7-4897-8596-69447c2e6b89___RS_Erly.B 6409_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b58d7a66-097f-4167-abae-92f865407d90___RS_Erly.B 7845_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b5c94157-7110-420f-99fc-040594d6ff12___RS_Erly.B 9474.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b60702b4-a7dd-4201-bfcc-4a13c7dcc44f___RS_Erly.B 7657_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b6d8ce15-f786-4998-a67c-1390da696a07___RS_Erly.B 9521.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b81b4276-e0c9-460a-ab94-79b6a5d0f2d6___RS_Erly.B 7538_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b857a91a-c6e2-4d47-a025-5a5c3254e0a2___RS_Erly.B 7662.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b868515e-a566-4b0b-9633-30203270943f___RS_Erly.B 9401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b86c17e0-d24a-4edf-a67f-c16c421d36ae___RS_Erly.B 7746.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/b8b9300b-f085-49ce-a052-5c003e493f7e___RS_Erly.B 7507_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bab7dc71-f5d2-4b07-a582-11a13f785b3d___RS_Erly.B 7764.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bab7dc71-f5d2-4b07-a582-11a13f785b3d___RS_Erly.B 7764_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bac5677d-59b4-4183-839f-24860287ed6a___RS_Erly.B 9503.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bac5677d-59b4-4183-839f-24860287ed6a___RS_Erly.B 9503_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bac5677d-59b4-4183-839f-24860287ed6a___RS_Erly.B 9503_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/baea464c-e54b-4e22-8bbc-8047d19ed0cf___RS_Erly.B 8323_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bb843f3f-a4cd-4a42-94ff-152199d78895___RS_Erly.B 7381_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bbaa5bf2-ded0-422a-babb-350da80266a9___RS_Erly.B 7575.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bbaa5bf2-ded0-422a-babb-350da80266a9___RS_Erly.B 7575_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bbb5a1cf-9b5f-4e2f-9e3d-e04a241c2806___RS_Erly.B 8283_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bbb5a1cf-9b5f-4e2f-9e3d-e04a241c2806___RS_Erly.B 8283_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bbd73cdc-a2e5-4740-9a66-7e59d0416f25___RS_Erly.B 7502.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bc351ae2-a270-4e17-aff9-b1f559f665f3___RS_Erly.B 7634_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bd0f06fb-1f9a-4de8-8c96-926d312cea27___RS_Erly.B 7603_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bde8917a-9b0c-4a7b-8ff1-26f31609d6d7___RS_Erly.B 7750_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/beeaf08d-f961-4bd9-8612-a162500a83f6___RS_Erly.B 9407.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/beeaf08d-f961-4bd9-8612-a162500a83f6___RS_Erly.B 9407_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bef16984-17c5-4796-9496-85808dfa3a56___RS_Erly.B 9405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/bef16984-17c5-4796-9496-85808dfa3a56___RS_Erly.B 9405_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c084fdcc-8347-4e73-be57-e66840ffba28___RS_Erly.B 7787.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c10623b4-33fe-458c-9d8e-d9a74fb74a6a___RS_Erly.B 7450.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c1291fe6-06c2-477e-b30f-dca9a9a80079___RS_Erly.B 8371.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c1291fe6-06c2-477e-b30f-dca9a9a80079___RS_Erly.B 8371_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c2369b01-d04f-443c-b6ab-9e62e1480420___RS_Erly.B 8397_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c27f6ed4-7ae2-4187-8e96-edafd886f123___RS_Erly.B 7618_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c35fc6de-4796-4f7a-a350-7bff160cbbd5___RS_Erly.B 7740.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c3e85d27-e5e0-4897-a039-22640e696184___RS_Erly.B 9459_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c63ff9c7-0422-4a71-8727-7c2581fdee6e___RS_Erly.B 9406_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c66ca8bd-a004-4efb-a66c-3be5168aaaca___RS_Erly.B 7826_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c66ca8bd-a004-4efb-a66c-3be5168aaaca___RS_Erly.B 7826_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c684e255-de5d-4905-b934-962180be33cb___RS_Erly.B 7353_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c6e96373-484c-45da-b043-0a294a59ad2c___RS_Erly.B 7401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c6e96373-484c-45da-b043-0a294a59ad2c___RS_Erly.B 7401_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c6e96373-484c-45da-b043-0a294a59ad2c___RS_Erly.B 7401_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c7005da5-2322-44e9-aceb-c6abe348f98c___RS_Erly.B 6490.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c7005da5-2322-44e9-aceb-c6abe348f98c___RS_Erly.B 6490_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c73fd35a-bc55-46c3-baf3-a943a6e396c5___RS_Erly.B 9563_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c78483c5-424f-4a5f-aab3-5b909b62a7e6___RS_Erly.B 7541_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c83d0821-505b-4270-acd7-1a5c79f671b4___RS_Erly.B 7629_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c8412a1c-4e61-4a35-9538-c3d3a7c46cbe___RS_Erly.B 7383_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c87a666a-07bb-44cc-952a-33d69f075e14___RS_Erly.B 7631.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c87a666a-07bb-44cc-952a-33d69f075e14___RS_Erly.B 7631_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c882c715-ae30-410e-9585-bd7061cf44a4___RS_Erly.B 7734_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c8dd6713-727e-4811-b951-e70e44d0c483___RS_Erly.B 7817_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c9fa82b3-776c-4a44-8309-a6faf88898e3___RS_Erly.B 7498_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/c9fa82b3-776c-4a44-8309-a6faf88898e3___RS_Erly.B 7498_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ca7035fa-f55d-49c7-9d89-3d513c8e35b1___RS_Erly.B 7556.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ca7d6cd9-e24e-43af-82c2-742a922ce421___RS_Erly.B 9488_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cacbfac0-f563-452c-b506-1ce7bd06d680___RS_Erly.B 9379.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cacbfac0-f563-452c-b506-1ce7bd06d680___RS_Erly.B 9379_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/caf4e799-6574-4eb6-81df-edd5d256fd45___RS_Erly.B 7536_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cbbd6255-f338-45b2-816d-47903ab67be7___RS_Erly.B 7537_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cbff5638-51d0-4eae-90a2-9ce6e00acf9b___RS_Erly.B 9456_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cc822ace-0411-4ff9-b040-3670031c6467___RS_Erly.B 7553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cc822ace-0411-4ff9-b040-3670031c6467___RS_Erly.B 7553_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cd2d8a7b-2389-4a2c-8647-b986092fa506___RS_Erly.B 8377_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cef9fa90-aca2-4354-b79e-2486409ac685___RS_Erly.B 7563.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cf2919ca-2b62-4f23-8a55-5dfa953db83c___RS_Erly.B 7352_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cf3cffb2-f822-402d-90b9-d1df870c13f3___RS_Erly.B 7741.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cf7acf3d-e079-4587-b3e8-bafe507c40d5___RS_Erly.B 8246.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cf7acf3d-e079-4587-b3e8-bafe507c40d5___RS_Erly.B 8246_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cf8c6e28-201c-4c8e-994f-8dcf98362e64___RS_Erly.B 7651_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/cfe67544-6d8c-48e5-af01-51732c571cb5___RS_Erly.B 8291_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d099777c-8b33-4924-af9e-d3dd96c2de37___RS_Erly.B 7790.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d099777c-8b33-4924-af9e-d3dd96c2de37___RS_Erly.B 7790_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d0efac0c-12e0-4481-bf88-a99d9407b31b___RS_Erly.B 6466_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d354267e-4855-4197-a18a-668d706db705___RS_Erly.B 7405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d368153c-6779-4a7e-a82d-9ae10dd36bb2___RS_Erly.B 7678_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d3fd3d9c-60ba-432c-a4a7-049f014ecace___RS_Erly.B 7696_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d41e78aa-0020-457b-a17d-736d426adad5___RS_Erly.B 7755_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d41e78aa-0020-457b-a17d-736d426adad5___RS_Erly.B 7755_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d452210c-ee07-4a6e-a0e0-15676dafacb1___RS_Erly.B 7419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d452210c-ee07-4a6e-a0e0-15676dafacb1___RS_Erly.B 7419_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d4971b21-317f-4fbd-95a8-ac21d69d7461___RS_Erly.B 6429_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d4e4bce8-d7ca-492b-8dda-69f3e95f4e5a___RS_Erly.B 6418.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d4e4bce8-d7ca-492b-8dda-69f3e95f4e5a___RS_Erly.B 6418_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d4f5f0b5-3706-437f-826c-6328d479cba6___RS_Erly.B 9516.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d529889a-662a-4321-9bd8-888244d50af8___RS_Erly.B 8381_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d5690b72-b319-457e-a837-0e38915aab55___RS_Erly.B 7347.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d60c253c-b97e-4076-8eac-bae34e1bbdc9___RS_Erly.B 7749.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d6ac1972-b67c-422e-b81d-11f2f1d9ec5f___RS_Erly.B 9435.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d7f1e802-0b8e-4cba-88b4-e61328322cac___RS_Erly.B 8222_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d934ba74-0149-457f-b5e7-c11d595f285e___RS_Erly.B 7365_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d94db5d9-2492-4680-bd2d-8ad66287243d___RS_Erly.B 7612_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d96c3244-39ec-4188-9870-a6e32aad81d6___RS_Erly.B 7540.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/d98cdabc-9183-4829-aa46-d40538d25462___RS_Erly.B 7554_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/da84925b-554a-465d-bdb2-91851f77d5ce___RS_Erly.B 9420.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/db4241a0-d3ee-44c8-aebb-ba1783e47609___RS_Erly.B 7547.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dc474f67-5e4c-4c60-b1fd-aaafea2bc34c___RS_Erly.B 9519.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dc4cc3e3-0181-48e9-93a2-7c019df0e04b___RS_Erly.B 9513_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dc6eeebe-ebc4-406c-b5df-f4861f491db8___RS_Erly.B 9615.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dc6eeebe-ebc4-406c-b5df-f4861f491db8___RS_Erly.B 9615_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dc6eeebe-ebc4-406c-b5df-f4861f491db8___RS_Erly.B 9615_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dda45973-b7a1-4080-93a2-bd7cd3e3026f___RS_Erly.B 8407_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/de57a88b-7170-4eca-93f6-330df50fa8b5___RS_Erly.B 9541.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dfd261ab-30ad-456c-93b3-874a4ebaeaaf___RS_Erly.B 8451_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/dfd261ab-30ad-456c-93b3-874a4ebaeaaf___RS_Erly.B 8451_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e0f7927f-2310-4db1-92cf-cb89a3e14678___RS_Erly.B 7848_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e11ee1f8-8de2-4d9c-a0c1-86bc42350fd9___RS_Erly.B 9472_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e20fb98a-26f9-43a1-8d55-e1daa9b6a455___RS_Erly.B 7351_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e219e45e-3a8e-46dc-9621-9914f42bf3af___RS_Erly.B 7838_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e221d1fa-e003-44eb-a0b0-57e8fcd73fd3___RS_Erly.B 7571_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e29ee209-e895-434f-9078-db727c5a98dd___RS_Erly.B 9383_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e2ce6add-93e2-4c1f-9ee3-2354d1542e8b___RS_Erly.B 7698_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e2e1bccc-15ec-47f8-8ee7-d33be16fac07___RS_Erly.B 9523_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e2e1bccc-15ec-47f8-8ee7-d33be16fac07___RS_Erly.B 9523_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e2edea17-f5cf-4496-8cce-7e421375c452___RS_Erly.B 7666_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e2edea17-f5cf-4496-8cce-7e421375c452___RS_Erly.B 7666_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e31c2f10-8b8d-4aec-9bc7-764d2995ebec___RS_Erly.B 7398.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e330dc16-fdf9-4eee-8b09-88bfb5537180___RS_Erly.B 7601.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e332b0b1-ed0c-49b0-aad2-da29a8636126___RS_Erly.B 9418.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e3aef05b-9ed6-421c-a44d-82a996b3e3bb___RS_Erly.B 7803.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e3b74c49-7e82-4094-8a02-5ae7644a1d00___RS_Erly.B 7393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e4739018-9e7b-4251-917f-c8502e8b5e86___RS_Erly.B 9443.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e4739018-9e7b-4251-917f-c8502e8b5e86___RS_Erly.B 9443_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e5266d06-0ba7-49c6-9bc6-c8351b56fc88___RS_Erly.B 8294_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e56354a5-5e3f-4ed6-bfe5-3c783a32dc98___RS_Erly.B 9413_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e592659e-566b-454b-95ba-851f3a53197c___RS_Erly.B 7843.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e63371a7-2fb1-4446-9fb2-6d679485d2b0___RS_Erly.B 8415_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e6645f63-afc8-416a-a4cb-0f5c719476ae___RS_Erly.B 6419_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/e9e56650-8172-4a98-8100-72e79a3a5858___RS_Erly.B 7481.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eabc47ee-5023-476b-9992-53baa566d270___RS_Erly.B 7757_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eabc47ee-5023-476b-9992-53baa566d270___RS_Erly.B 7757_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eb84cf99-aee8-4acc-8d3d-c5a24c672eb4___RS_Erly.B 7423_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eb84cf99-aee8-4acc-8d3d-c5a24c672eb4___RS_Erly.B 7423_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eb94014e-83b7-46a4-9b1a-7cae23876302___RS_Erly.B 7471_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ed68595a-4d05-413c-a173-fa32cc8aae38___RS_Erly.B 7635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ee69b7e2-34d6-455f-97f6-6f5c06216131___RS_Erly.B 7478.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eea79799-a869-4a1f-bfa2-5c85a27716ae___RS_Erly.B 8391_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/eefcdf5d-5207-47ca-916d-0479f010bae8___RS_Erly.B 9482_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ef68398c-ec92-4e44-961a-5ec1a29d3c28___RS_Erly.B 9620.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/ef7a2893-ca76-4f77-beb4-5bfcc729e324___RS_Erly.B 7454_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f035e3c9-069a-4392-9f0c-80262511f616___RS_Erly.B 9373_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f0763973-1898-4ae6-9350-c9b61976c600___RS_Erly.B 6456_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f0763973-1898-4ae6-9350-c9b61976c600___RS_Erly.B 6456_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f0dfdada-f425-46d7-8cf3-2957850b5a2e___RS_Erly.B 9466.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f188144b-d52c-40c5-a06f-07d5796f9ab0___RS_Erly.B 9553_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f33995ae-6456-476c-b832-4ff4cbaf49f7___RS_Erly.B 7525.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f33995ae-6456-476c-b832-4ff4cbaf49f7___RS_Erly.B 7525_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f398656e-d695-4cea-89d8-13490de9264c___RS_Erly.B 7592.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f432e10d-7fd7-4517-b635-cc7677f53d8e___RS_Erly.B 9590.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f432e10d-7fd7-4517-b635-cc7677f53d8e___RS_Erly.B 9590_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f4e5115b-ca57-4f02-9271-0c8eda45717e___RS_Erly.B 8317_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f51330a5-e187-434f-add0-bd89f488eeee___RS_Erly.B 7699.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f51330a5-e187-434f-add0-bd89f488eeee___RS_Erly.B 7699_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f5ec4428-6e58-4bc6-9ba2-3a6f5b4f374e___RS_Erly.B 6365_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f62b2695-c850-47d4-9e42-e35e5596e729___RS_Erly.B 7777.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f6ddeb19-8aa3-40f5-8b60-b2f404f13407___RS_Erly.B 7705_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f7065117-14b1-44f1-b9ec-953b61fd3368___RS_Erly.B 9544.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f7065117-14b1-44f1-b9ec-953b61fd3368___RS_Erly.B 9544_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f7357222-4e77-4c46-a0ff-a17e165a70ff___RS_Erly.B 9619_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f7357222-4e77-4c46-a0ff-a17e165a70ff___RS_Erly.B 9619_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f7ab79a6-43d3-4ece-9461-43742519a221___RS_Erly.B 8290_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f88be630-f853-48f8-b546-a2f7966368a2___RS_Erly.B 7418_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f8babb7d-af2d-495c-9d99-cf215c8c67af___RS_Erly.B 9462.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/f91230c1-b28c-46fe-ab7a-329fdb689a02___RS_Erly.B 9439_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fae08468-fe96-4604-9b86-bfe4c4f06999___RS_Erly.B 9530_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fb2aaea3-f1cd-49c3-aa02-b640c62e59f5___RS_Erly.B 9389_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fb956247-8c0b-486a-b491-4d49e77e598e___RS_Erly.B 7842.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fb956247-8c0b-486a-b491-4d49e77e598e___RS_Erly.B 7842_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fbb02290-8863-482f-b898-0ea83a2b2fee___RS_Erly.B 9592_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fbb79594-419e-4bb7-9afa-6b9c0ba89033___RS_Erly.B 7644_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fbc07887-0306-4f85-9de9-ebb68a87753a___RS_Erly.B 7456_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fc296f63-8cb3-42f1-a9c1-f6ed8e49777c___RS_Erly.B 6400_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fc38942e-e609-41a2-970c-cc1a67b16fe2___RS_Erly.B 7793.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fcbc5323-1679-416c-bb10-534e686f21bd___RS_Erly.B 7801_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fcf97241-bd84-4829-b326-72590a3f4f59___RS_Erly.B 7555_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fd6417ac-d076-4658-a4f8-6916d781c72a___RS_Erly.B 7360.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fd6417ac-d076-4658-a4f8-6916d781c72a___RS_Erly.B 7360_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fdc50285-836e-4707-a17d-388b8179c87c___RS_Erly.B 7812_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fe167aa5-089e-4295-ad85-071819b7b692___RS_Erly.B 9403_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fe79c70c-0977-43f3-ad1b-3a1b4bceeceb___RS_Erly.B 7506_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Early_blight/fe856320-407c-4390-9960-a6a539371182___RS_Erly.B 7624_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/005a2c1f-4e15-49e4-9e5c-61dc3ecf9708___RS_Late.B 5096.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/005a2c1f-4e15-49e4-9e5c-61dc3ecf9708___RS_Late.B 5096_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/005e3b43-9050-47da-9498-f9ecdcc703b3___RS_Late.B 5104.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/008ebb44-eb77-4843-b621-4b88b5df7d43___RS_Late.B 5188.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/00ce4c63-9913-4b16-898c-29f99acf0dc3___RS_Late.B 4982.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/00ce4c63-9913-4b16-898c-29f99acf0dc3___RS_Late.B 4982_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/01a68044-9c5b-4658-a944-6108c6862ce7___GHLB Leaf 2.1 Day 16.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/01a68044-9c5b-4658-a944-6108c6862ce7___GHLB Leaf 2.1 Day 16_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/01cd2d73-c741-45a5-9610-a2cea2266b80___GHLB2 Leaf 121_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/021a9808-21f7-464a-8df2-2eda5ed98eda___RS_Late.B 5356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/037c55c7-6e33-4b8d-af05-4d555f4e658e___GHLB_PS Leaf 42.1 Day 18.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/03a15d38-e1b5-4586-b763-2bad2d268290___RS_Late.B 5207_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/03ccfc6a-8142-4f46-8eb5-f7fc77978081___RS_Late.B 4916_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/03f008be-5b97-4827-a2e2-88136b3c8714___RS_Late.B 6290.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/046c65f2-b155-4018-b161-825191c5faaa___RS_Late.B 5042.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/048eddf2-6142-4031-b23a-654cc3803d01___RS_Late.B 6097.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/049dbcab-de65-4f09-9b1b-e59886f56f2e___RS_Late.B 5141.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0524e8c4-56d9-41e2-b22d-33f22950ff93___RS_Late.B 5320.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/052ec825-37a3-4467-a5ea-2e0601c29fbd___RS_Late.B 6786.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0566e4e3-675b-4289-9e36-ad199448975b___GHLB2 Leaf 161.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0605d1be-b99b-408d-bace-e5ba23e72b27___RS_Late.B 5282.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/06471eca-3cac-4cc9-afc3-1841af0ba672___GHLB2 Leaf 8893.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/067fa506-1859-485a-9a17-53aaf0e8b1c3___RS_Late.B 6641.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/07c7f8bf-5f9c-4b94-bea8-c549866e206e___GHLB2 Leaf 101.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/07cca2ca-6b0f-4322-8779-beb94bc219b0___RS_Late.B 6037_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/07eb29e8-112d-4bcb-8b65-aba4b4307f2a___RS_Late.B 6907.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/07eb29e8-112d-4bcb-8b65-aba4b4307f2a___RS_Late.B 6907_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/081d1e25-3f06-46a1-95ef-d10a62faa80f___GHLB2 Leaf 8600.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0879b927-2226-455f-9eac-10f5e1f36fdd___RS_Late.B 5331.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/08a723e4-6b51-4395-8013-b1f3f03709b8___GHLB2 Leaf 8967_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/08c1db4d-e947-4499-beff-ed2d8025d725___RS_Late.B 6113_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0a39aa48-3f94-4696-9e43-ff4a93529dc3___RS_Late.B 5103_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0a3f65fc-ef1c-4aed-b235-46bae4e5c0e7___GHLB2 Leaf 9065.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0a4b3cde-c83a-4c83-b037-010369738152___RS_Late.B 6985_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0ab1cab4-a0c9-4323-9a64-cdafa4342a9b___GHLB2 Leaf 8918_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0b137624-885b-4d9b-b9e6-330c6681de4b___GHLB2 Leaf 8848.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0b3c7107-cef9-455e-8fa0-30039b9fc206___RS_Late.B 5038.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0b6caac4-cc62-4c46-9de4-1815a0aa6dbe___GHLB2 Leaf 8799_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0ba7d3d8-5c4c-4365-ba0c-69f61e96a36e___RS_Late.B 5312.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0bb05a47-55a2-4c23-9dd2-3a5abf17c9f4___GHLB Leaf 5 Day 1_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0cdd34fe-e8f2-41a7-b634-475338233f87___GHLB2 Leaf 8801.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0d98a9eb-18e7-47e7-9010-196189bae113___RS_Late.B 5047_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0da53824-7b3b-43a9-9b34-146a7f71ef7e___RS_Late.B 6958_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0dd9d965-d68a-4e47-ba02-ebcadf13c7ae___GHLB2 Leaf 78.1_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0e244a32-08cd-471c-90dd-141c354c20b3___GHLB2 Leaf 8634.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0e244a32-08cd-471c-90dd-141c354c20b3___GHLB2 Leaf 8634_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/0f575c94-5c7d-4058-9e65-9046572f9370___GHLB2 Leaf 8956_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1159051e-1278-4b35-929c-e26b963d048f___GHLB_PS Leaf 8.1 Day 16.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/118be78d-e498-427f-8399-add5e8ab1b15___GHLB2 Leaf 149.3.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/11b2caf9-a56c-4d3e-bea4-a5d00affd161___RS_Late.B 6140.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/12125c80-42e3-4970-bb92-524262c337fa___GHLB_PS Leaf 8.1 Day 7.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1546f916-115c-42dc-90c7-ff8d53c4273f___RS_Late.B 4836.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/16064ecf-b035-4531-a6c0-d654dfccd6de___GHLB2 Leaf 8570.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/16613329-813d-4d3d-9f44-e52c0ad72bb0___RS_Late.B 4980.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/16a3a1a3-3e8b-4192-999d-2728df11549d___RS_Late.B 4983.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1745208a-82b2-4a82-9791-d812cb016850___GHLB2 Leaf 95.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/19369d60-553a-416b-9378-84f4a1d203d9___GHLB2 Leaf 9006.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1a33a1fd-d077-4cf6-84ac-7825176e25d2___GHLB2 Leaf 8969_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1ab30bde-88a4-4e29-855e-fa7a6ec1e226___RS_Late.B 5145.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1b2756ef-4fa0-410a-8fe5-a8b699d3553e___GHLB2 Leaf 156.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1b7d11ff-e94c-45cb-9ef2-6430f989e90e___GHLB2 Leaf 120.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1c35f7ce-8e8e-4c20-b625-b01f9bf7d0cd___GHLB2 Leaf 111_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1c6b66db-9891-41cc-972f-a3521deee072___RS_Late.B 5589.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1cb5d336-3649-49bf-aa9a-72950067b8b0___GHLB_PS Leaf 12 Day 9_flipLR.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1d83eef4-92a0-42a2-9ea7-1ec2e683dbc0___GHLB2 Leaf 8809.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1db51a76-0e89-45c6-8f00-9262c1c7732e___GHLB2ES Leaf 139_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1e2fe7d3-3d69-4cf6-aef7-e9975940bd40___GHLB2 Leaf 77_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1e5ba644-efeb-4bd3-b878-a0606cf8a992___RS_Late.B 6272_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1e65a5c4-ba60-4edb-817c-c281d5a5e364___GHLB2 Leaf 9079_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1f200e50-7cb5-4a83-8ecd-dcf133f1f45e___GHLB2 Leaf 8991.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1f38a263-cfb5-47fe-8c0e-f8d62141f922___GHLB_PS leaf 28 Day 12 _flipLR.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1f38b254-2338-4e4a-b772-2a8e60ca8bc0___GHLB2 Leaf 121.3.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1f73406a-14e8-4be2-8450-9379d4f9b2b5___GHLB2 Leaf 9062_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/1fa37cd4-066e-4deb-ab99-5fa8dcc4481c___RS_Late.B 5454_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2077acd5-80d2-421f-8641-308048d44651___GHLB2 Leaf 8678.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2159d0f7-09ef-46ad-ad49-749e8ce1becc___GHLB2 Leaf 8836.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2164b3f8-102c-481c-9d89-7e2f6087a121___RS_Late.B 5065.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/226a2cf0-d065-492d-93bf-502dae8aca94___RS_Late.B 6417.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2353e9af-9267-4262-840e-1eb109fff56c___RS_Late.B 5135.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/23c5c930-6830-46c6-8353-616c0b34ae12___RS_Late.B 4947.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/240b17f3-2b2b-4ff4-add7-4ba2975f4837___RS_Late.B 5130.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/246cb5c4-d52f-4ba4-a77c-915f5a5c7d2b___GHLB2 Leaf 85.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2485b2a9-a492-4a45-bb4b-bb63edefb7ef___GHLB2 Leaf 9084.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/24c41335-1ad7-4b68-9756-577ed8cf3525___GHLB2 Leaf 144.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/26a758e3-7804-4240-b1da-b6b6691355ca___RS_Late.B 4951.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/27a3a882-d241-4b46-9606-04e7fcaced25___GHLB2 Leaf 8599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2850266c-aca2-4114-807f-a5b90ad012e5___GHLB Leaf 9 Day 6.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/288f203e-7996-4290-afa7-f95c0c30506a___RS_Late.B 5562.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/28d91e73-4362-4a5f-bceb-980f5a0e1f8e___RS_Late.B 6228.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2ab0515e-1f93-4c3b-991a-6cf131661c22___GHLB2 Leaf 8629.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2ac8376a-3401-4572-af45-6984e6415996___GHLB2 Leaf 8787_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2aec9930-0331-4e04-8bc0-5c00f373fbf3___GHLB2 Leaf 8993.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2b3bc2ea-6604-4b73-9e6d-023211f1ebc4___GHLB2 Leaf 112.2_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2bf70a8f-ba33-4405-89d2-8135dbea2b9d___GHLB2 Leaf 9064_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2c2326e9-eb07-45c1-8296-116df4108c03___RS_Late.B 4834.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2ccd5383-74a3-41d5-9483-110a20ebf247___RS_Late.B 5329.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2d7fa670-2828-440e-aba2-1f7a843988ea___GHLB2 Leaf 8869.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2dd36c99-7454-499f-8ff5-d25a01568d33___GHLB2 Leaf 99_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2e62a850-078e-44ce-ac30-6b940479e017___RS_Late.B 6080_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2e86ab04-c41e-4a4b-a674-552176d72ab1___GHLB2 Leaf 100_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2e8f61d8-0d5d-46e3-a597-ede96855a4fe___RS_Late.B 5352_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2ec39ffa-c356-4d31-8153-f2e4bc9a1449___RS_Late.B 5164_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2f08688f-f6ea-4772-bfa3-5a995e38988c___GHLB2 Leaf 8827.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2f5aefb2-4bdc-4a55-81e3-c19a6982b605___RS_Late.B 4856.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/2f6eb969-db8b-48ae-954d-f716a61fce22___RS_Late.B 6555_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3102efb7-6d3d-41db-aac8-587014fefe49___GHLB2 Leaf 9053.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/31f64c4e-cb26-44a6-a208-5a88d7d486e8___GHLB2 Leaf 8889.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/32482915-ead6-4e0e-8b3e-a14dd3546b0f___GHLB2 Leaf 8595.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/33b5c25b-ab14-4b22-a7f0-764b2070b2d7___GHLB2 Leaf 8670.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/33e05db1-0a59-49f4-b4e3-52b52ca31a14___GHLB2 Leaf 155.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/35262a28-c600-4d1a-9179-f2e0d1638c08___GHLB_PS Leaf 42 Day 18.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/35baedd2-975e-4a48-b468-5b7203bab631___GHLB2 Leaf 8936.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/36193f11-7789-416d-b0dd-0cae49f74836___GHLB Leaf 23.2 Day 18.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/36df35a3-3099-48c0-a9c4-e16c1bcb0573___RS_Late.B 6401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/393ffff3-e175-4e03-b049-76a25b1257c7___RS_Late.B 5599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/39535fa7-1b38-4828-9294-da1c24aa33ef___RS_Late.B 6901.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/39c5ef21-730a-4e51-9eb0-a7639295c116___RS_Late.B 5157.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3a051073-6326-43f1-bd93-a3c69661a87f___GHLB2 Leaf 8655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3a1a6b9e-2a68-421f-adbe-229baf8a6093___GHLB Leaf 2 Day 13_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3a7b4305-431f-431b-809f-79ae28306b41___GHLB2 Leaf 8965_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3b34322e-e2ad-4023-bf76-f290fb2455a1___GHLB_PS Leaf 52 Day 18_flipLR.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3c2f237b-3e91-455f-8064-428b308bc575___RS_Late.B 5291.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3d43c9c6-7b87-4c79-819c-e202de44236c___GHLB2 Leaf 89.3.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3db1dcda-3180-432a-9b8e-7ba8a0d6be55___GHLB_PS Leaf 28.3 Day 13.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3dbb0f53-7541-4b25-b7ef-797800e2b1b7___RS_Late.B 7135.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3dbb0f53-7541-4b25-b7ef-797800e2b1b7___RS_Late.B 7135_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3dcee9ed-43bb-45a9-8cff-641b3dd62179___RS_Late.B 5324.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3e5cf9cb-de15-4d9d-8eb8-3d47c0094f14___RS_Late.B 6208_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3e7acc8a-73b1-4c21-bc67-bb6e65c4d373___GHLB Leaf 8.1 Day 12_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3f5d6de4-0966-4798-b142-78c4fb4097b5___GHLB2 Leaf 8628_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3fae9c64-18f0-4a67-9f97-554248bb1bed___GHLB_PS Leaf 24 Day 16.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/3fcbbb8e-c7dc-4921-b8b6-bc118b877a82___RS_Late.B 5059.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/407672bf-00e1-4362-acf9-cf10aae32dec___GHLB2 Leaf 8844.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/40a79a6f-e1fc-428c-bd57-3af1a7236156___RS_Late.B 5432.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/40ad58d9-f6ab-4487-a150-e2da47f733f1___GHLB2 Leaf 8665.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4184f74c-6054-473f-babc-fa5cbca7f5b4___GHLB2ES Leaf 135.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/418ae33c-5f61-4531-82df-8608d82a7a90___RS_Late.B 5574.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/41f6fe04-5205-4a08-a2a1-961080b5edef___GHLB2 Leaf 8703.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4241f3aa-06c9-433a-91ef-97061a03dfae___RS_Late.B 4985.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4378c0ca-ff9f-48f4-8311-e716e89b1a99___RS_Late.B 5087.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4392c0b5-bd98-4419-a99a-68d0f41f00b9___GHLB2 Leaf 8680.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4435bd64-52a2-46cf-a319-a13a28571b03___GHLB2 Leaf 157.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4462526f-af54-4342-8f7d-56f5a6052e9b___GHLB2 Leaf 111.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/449c9233-a3bb-4743-874b-f5d092d652b9___GHLB2 Leaf 8975.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/44e96c62-48e6-454c-bab5-c34569deb2a5___RS_Late.B 5162.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4505676e-d70e-460e-bac1-ce20d94f3944___GHLB2 Leaf 158.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/452dfdfb-298d-4c0c-b500-0c480eea587d___GHLB_PS Leaf 40 Day 18.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/45fefdc6-a9a7-4955-8066-146efe1c8a1c___GHLB_PS Leaf 27 Day 9.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/46ae5fef-ca7d-4f8d-86dc-7906bfcbde9f___RS_Late.B 5092.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/46e4103f-f240-48cc-ae17-9466fcbec332___RS_Late.B 6650.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4780f75c-a79a-47e6-89a0-7ecb5d18876e___RS_Late.B 5499.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/47a38705-6d43-429c-b3f6-54c01f3b08e8___GHLB2 Leaf 8718.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/48246fa8-29ce-4ae2-abc3-586440295cf0___RS_Late.B 5459.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/48c55974-9fe9-4f4b-94f7-c8cd127d1e05___GHLB_PS Leaf 23.7 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4ab57bec-a118-4686-a9dd-f6ee3cdd0c55___GHLB2 Leaf 8695_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4aeaacd8-ff6e-4d01-86d1-0a51c626cc99___GHLB2 Leaf 8943.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4b6307a8-d60b-4e45-a8b4-5e1cd50f2a62___GHLB2 Leaf 8588.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4be05670-885c-4a87-a22a-dfb89f0b15d0___RS_Late.B 6588.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4bf424a2-b275-4ac0-968c-fe229136f10d___GHLB_PS Leaf 2.5 Day 16.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4ca113ee-0468-483d-be29-68a27bf60a71___GHLB2 Leaf 8890_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4cae9dde-fd4a-48f0-a66d-c7ed92eee6ea___GHLB2 Leaf 97.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4cae9dde-fd4a-48f0-a66d-c7ed92eee6ea___GHLB2 Leaf 97_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4d6314e5-b280-4872-8eb6-cf4632934ae3___GHLB2 Leaf 81_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4e9c1dac-62c2-4699-bcda-5bdc3740f267___GHLB2 Leaf 8740_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4f12205c-0035-48ed-b6b0-56f347fe2ab0___RS_Late.B 5085_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4f47d31b-0890-49a7-ab33-8b5865cb8843___GHLB2 Leaf 80_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4f52cae6-d6f1-4557-987a-eb9318dc574f___RS_Late.B 6439.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4f52cae6-d6f1-4557-987a-eb9318dc574f___RS_Late.B 6439_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4fa3fe36-2c59-4860-be94-508954283149___RS_Late.B 5495.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/4fc2334d-be0a-45f9-970d-be7a0f6a6c2a___RS_Late.B 6268.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/506f24fb-92f4-4fe6-9d67-31e3ddd05fc0___GHLB2 Leaf 8819.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/50dd04a3-18a8-4a34-bbba-5e6f851742f5___RS_Late.B 6141.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/50ee2f48-e5f7-4eda-8bc9-9d501fedbe8f___RS_Late.B 4933.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/525e419d-7077-44be-87f1-aef32ef27a2e___GHLB2 Leaf 96.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/532b2c20-d17b-4b3e-a69e-54a6e5343014___GHLB2 Leaf 9004.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/532b555e-ffd6-4864-abab-50cace76653d___GHLB2 Leaf 164.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/534d2c9b-34ad-4786-b2dd-fd73c8e4d005___GHLB2 Leaf 8852.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/534dba84-d298-46bc-ac4a-c23e7c982ee4___RS_Late.B 4993.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/541b1d99-c630-4730-861f-a8ef53615709___GHLB2 Leaf 8857.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/54b808b7-ab47-4ce0-992c-cc02588ec6a9___GHLB2 Leaf 8623.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/56226d25-dadc-4c38-8a06-cba810b38c42___GHLB2 Leaf 154.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/566f6d0f-e441-49a3-a7a1-a3210682b6e7___GHLB2 Leaf 8591.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/56fff1a0-e145-4cf8-a2e0-925d9fae1e24___GHLB Leaf 25 Day 12.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5735bc4e-7a49-4a84-85f6-de312603c7f5___GHLB2 Leaf 8668.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/57c53f65-3137-41d3-9bf7-7ac867f3efe8___RS_Late.B 6255.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5828f9c7-5083-45c3-b3bb-bb202ed1cd53___GHLB2 Leaf 128.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/58c55232-ea2b-4ca9-9893-5f2f610969db___RS_Late.B 5448.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5a701380-2b9d-4dc4-9376-56ff0361a1dd___GHLB2 Leaf 8871_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5b71f955-289e-4279-896c-b79d69c8dd5e___RS_Late.B 6495.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5b80231f-8012-42bb-97d0-12c48a4a2450___GHLB2 Leaf 8546.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5ba6fbc5-a1de-4600-b0aa-9d8b8c222183___RS_Late.B 6181_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5c0dc87a-f671-4085-93c5-1454ee859caf___RS_Late.B 6271_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5c5142ea-6b6b-4ea5-bd9c-b2da28bfadfa___RS_Late.B 5634_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5c5a2e9e-e460-403e-9d8a-f961b1f10935___RS_Late.B 5133_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5c6dfda8-1d4e-4ad0-92b1-5c6ffc790ea1___RS_Late.B 6223_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5c715755-192c-4d69-8740-e778e4a66618___RS_Late.B 6215_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5d5d8789-8979-4e2d-ac17-7228e8af61c9___RS_Late.B 5109_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5e046b07-5da5-4cfd-a6f1-bb942eeef5f9___RS_Late.B 6216.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5e590575-5588-422f-96a7-5e8c920fc7e2___GHLB2 Leaf 8671.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5e590575-5588-422f-96a7-5e8c920fc7e2___GHLB2 Leaf 8671_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5e7a999e-6617-4c94-8c57-c1b0e1a392b9___RS_Late.B 5636_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5e85791b-b3a7-430e-b3af-e244c2d16f31___GHLB2 Leaf 8747.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5ee4e525-31bd-415c-9f64-30746c2434d7___RS_Late.B 4883.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5eefbe91-fb95-4d86-8954-bea6b3637a9d___RS_Late.B 6444.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5f3a7632-91cb-4b5f-a36f-9e31f8daf5d5___GHLB2 Leaf 9056_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5f774121-b3b2-46fd-a67c-f4d8caf93e5a___GHLB2ES Leaf 66.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5f774121-b3b2-46fd-a67c-f4d8caf93e5a___GHLB2ES Leaf 66.1_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/5fdf3288-d5f4-4c70-9b12-95222b82d415___RS_Late.B 4942_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/60196a6c-a134-4107-8178-d1bb47450cee___GHLB Leaf 23.1 Day 9.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/60bdbf17-c59d-48de-bfc1-a6c0bda17a9e___RS_Late.B 4840.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/62aff181-7479-4134-bb2e-9acbbf062a3b___RS_Late.B 6449.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6302a8c1-ab60-496c-80a0-e96b47722ea3___GHLB2 Leaf 8737.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/63184ff1-7a41-4cc3-9ff8-0ad46c45944a___GHLB2 Leaf 8614.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/63385691-5de8-4652-abe5-15727fdcab4b___RS_Late.B 5342.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/634c3515-80da-4144-8cc8-9b8bb29134ec___RS_Late.B 5481.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/64a054b2-4375-48ff-aca3-f823d64d831e___RS_Late.B 7123.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/64e8fe57-b397-413c-a365-1158b9adb6cb___RS_Late.B 5328.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/65576adf-cef4-4f1a-8b7c-881e8729bdbf___GHLB2 Leaf 147.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/67b4c3a2-6d38-4db4-be3e-7655303ae13c___RS_Late.B 5051.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/67bb7136-ae93-4839-853b-26e6cbf868f6___GHLB2 Leaf 105.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6815e363-5221-44e2-a5a4-c1b82eb5a4aa___GHLB2 Leaf 9103.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/69fff432-3c80-4202-8e8a-7fed08ec0baa___RS_Late.B 6825.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6ad57808-1bf1-4273-a7a8-a85d4dabcdf1___RS_Late.B 6243_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6c7243ea-1e4b-4166-ae4c-9f99bb84fe4d___GHLB2 Leaf 128.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6c9c73fa-5c8d-40ce-9221-a600908bff33___RS_Late.B 4893_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6cd183e0-9e97-4e80-a956-7c81bd06ab8b___RS_Late.B 6621.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6d010698-482e-4445-afd2-dc8dca53ed19___RS_Late.B 5493.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6d8ee18d-8dcf-48b1-aec6-60752c839ee1___RS_Late.B 6887_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6dcf84e4-bfbc-467d-83d8-546c22779f6d___GHLB2 Leaf 76.1_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6dd1bc0c-72c3-420c-aa48-c3bb4ca8dc7c___GHLB2 Leaf 83.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6dd1bc0c-72c3-420c-aa48-c3bb4ca8dc7c___GHLB2 Leaf 83.1_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6e42a5dd-9354-454e-bca2-ea0cb4663de4___GHLB2 Leaf 8675.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6e45480a-127e-4173-9402-7b724728a139___RS_Late.B 4837.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6e594cdd-0b3f-41d2-b056-f03819790e8c___RS_Late.B 5348_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6e93da35-363f-42f4-af65-e6eeb1217058___GHLB2 Leaf 8780_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6f631d1f-06c4-4314-95fd-f79d5344cfba___RS_Late.B 5027_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6f7a49a1-db0e-486f-b836-51827df940df___GHLB2 Leaf 8735_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/6fc04152-9f3d-46c0-93b9-a0d23edcd1e2___GHLB2 Leaf 84.4.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/70fa3718-7288-47cb-8e13-a16afbec4fe6___GHLB2 Leaf 127.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/71a47848-146e-4cda-ae09-5ff0fe3a0540___GHLB2 Leaf 80.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/736cd652-e63d-4b01-a3c6-6859bc095fb9___GHLB_PS Leaf 39 Day 16.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/739d6880-fbff-462a-a06b-5a95b340f706___RS_Late.B 6101.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/74bfd410-bb0e-4cf1-8dfe-466385f6d522___RS_Late.B 5355.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/75894286-9ce2-448e-8148-0f7fc3442689___GHLB Leaf 2.2 Day 12.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/75ab27f9-4a06-4ec8-a335-078802c71fe0___RS_Late.B 5384.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7616d956-c144-4105-9972-5f747c5159a6___RS_Late.B 5600.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/772e3007-0263-45ec-b7f2-fd283d3fcd90___RS_Late.B 5578.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/77730acc-705a-4b8f-8e3a-dc70bd348d40___GHLB_PS Leaf 32 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/777d1460-e356-4b0a-9fb2-cd0931146c5b___RS_Late.B 5190.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/781582d3-8bad-4e20-9073-e1fa1b50abba___RS_Late.B 6269.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7879051c-bbca-4c32-946d-34cf2a02434d___GHLB2 Leaf 8851.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/792a3e5e-d5f8-467d-a266-66834b4b7036___GHLB2 Leaf 129.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7a711eda-02e6-49fa-9d2c-8463330fa797___RS_Late.B 5045.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7a711eda-02e6-49fa-9d2c-8463330fa797___RS_Late.B 5045_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7a72c715-f797-41d0-b8eb-7c02f9cd5086___GHLB Leaf 23.3 Day 12.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7c163fda-ae67-4733-8fe3-f59d8ab20a5a___GHLB2 Leaf 8805.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7c8a16a8-97a1-4461-9f72-b36e6676fd99___RS_Late.B 4863_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7d2ecdff-4eca-4f8e-b550-166d668498ba___GHLB2 Leaf 8602.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7d4d00c0-1e72-427d-9f05-1f64f8051cb8___GHLB_PS Leaf 1 Day 7_flipLR.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7d8cbbfc-89e2-4fe5-9624-89b353d78832___RS_Late.B 5176_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7e10e4ed-19e9-4e89-a936-4b2bb30d4e90___GHLB_PS Leaf 1 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7e4224e3-dd76-4041-8fe2-c9abf67d3a98___RS_Late.B 6630_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7e77fde0-ab1b-4256-be51-0f6eecf85007___RS_Late.B 6995_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7e92fb02-314e-4cad-a30d-e478b216bce4___RS_Late.B 6890.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7e92fb02-314e-4cad-a30d-e478b216bce4___RS_Late.B 6890_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7ee00267-be66-4b6a-a207-0bf0046d28b6___RS_Late.B 6909_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7f4621fe-72ce-4f4c-a20e-320250ec8a9d___RS_Late.B 5556_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7f847477-1111-4f20-9de5-56153bee415b___RS_Late.B 5049_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7f8ee689-9c51-4f8b-baa2-3ce1125b765e___GHLB2 Leaf 8569.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/7f8ff945-6a8a-470b-aa5f-0b3f5ce87c01___GHLB Leaf 1.2 Day 13.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/80310e71-b197-444f-a31f-5f2e431c68bb___GHLB2 Leaf 8897.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/80380588-3ae5-43e3-8acf-541b53e5d44b___RS_Late.B 6542.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8080a99f-e35d-4a1f-b26e-e2df8cf79408___RS_Late.B 6183.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/81425428-d995-492c-80ba-c28564d8f317___RS_Late.B 6265.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8243854c-24f1-49e5-b568-819ae3867a8c___RS_Late.B 7143.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/82e462d5-14fb-4530-a8b8-c844d1cc5f43___GHLB2 Leaf 8701.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/830fab73-df27-4430-ba0a-2b638be3b6b4___GHLB2 Leaf 8946.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/84b7d3ab-56ae-4eef-a852-7b32f3ef0160___GHLB2 Leaf 150.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/867d2544-e985-4d01-ae0c-9e8d053f6c61___GHLB2 Leaf 9071.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8938dd69-1d88-4885-8a20-b0db3ab84817___RS_Late.B 5417.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/89996998-a74f-46f5-8e5f-790a66dbd652___GHLB2 Leaf 8826.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8afb4f4f-cc42-45fb-b3bb-6d6a4b358d8b___GHLB2 Leaf 8574.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8b37de5f-4c98-4880-b1a8-a921178959a9___RS_Late.B 6248_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8c13a3dc-b380-4a2f-b468-660212d8dbf0___RS_Late.B 5405_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8c36f3d7-3aee-4341-8319-449e3f5e6f79___RS_Late.B 5596_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8c7b818d-de11-4989-8991-48e4234e2ab4___GHLB2 Leaf 116.2_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8d611dca-11e1-4970-9806-599173ed158d___RS_Late.B 5181_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8d786c11-5426-4af6-96a0-0c0d9ec804d7___RS_Late.B 5009_flipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8da9d06c-bc6c-45d1-abd5-e864a8293aae___RS_Late.B 4934.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8ea73da6-e94c-42bf-8b9c-c8d0a58338c7___RS_Late.B 6724.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/8edb3824-bc6b-48a6-b659-ae29c9754274___GHLB2 Leaf 103.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/914b2040-5c4b-4943-be32-1c565d9c49ec___GHLB2 Leaf 72.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9176c69b-991a-4cd0-bfad-9742ad81a8b4___RS_Late.B 4989.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9191536b-0dd5-4c85-935a-37fdab6e4fab___RS_Late.B 6042.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/91b7a899-ee48-4bc2-98a9-f6a5fbf01a1d___RS_Late.B 5084.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/92abb825-be04-4ddd-a5d6-68b5c3900ba6___RS_Late.B 7128.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/934cc025-d086-441c-8d0d-71050ab956aa___RS_Late.B 6740.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/93ac9f1d-6694-44db-ad77-b9b8470cab1b___GHLB2 Leaf 8796.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/94cc1863-a527-4f26-9b08-2f3bc17ff93f___GHLB Leaf 23.3 Day 13.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/96231bbd-d315-48e1-8631-f318b29cb60d___RS_Late.B 7080.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/974a15f0-913a-41ab-b5a4-30015f159902___GHLB2 Leaf 8792.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9751ae34-d376-465d-9fce-ddb75caf98d2___GHLB2 Leaf 8781.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/975cefdc-29dc-4355-b9bb-5abd4a910654___GHLB2 Leaf 8657.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/98191f19-1c33-45bd-bfe6-b768174460ef___GHLB2 Leaf 8794.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/98a95140-e62b-4234-b435-914d67d0afb1___RS_Late.B 6027.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9aaf4a7d-12ac-457a-a18c-1f7ea13065de___RS_Late.B 5179.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9afc2537-1b13-4c25-b5ed-5b8de511b0ab___GHLB2 Leaf 9033.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9bb49d22-976d-40c3-bc9a-bff5cbbd8e28___RS_Late.B 5057.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9c274db5-2f89-4f3c-b9e2-4d5ebc54ddad___GHLB2 Leaf 9096.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9c726f4e-045b-4080-b53d-d7e66d45bcb1___RS_Late.B 4876.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9e5dd34f-124c-4a64-ba9f-77c8d05faa9c___GHLB2 Leaf 8749.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9e633823-3dde-450c-8172-733021e4dff0___RS_Late.B 6414.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9ecb8001-2f48-4487-b287-535dbcfb5c2f___RS_Late.B 6206.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/9f7dcd60-e691-4c1e-830e-7495f7cc123d___RS_Late.B 6166.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a0616fa9-80fb-497d-8791-a9689aecb27f___GHLB2 Leaf 150.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a0cdaa93-f328-466d-9722-57a29c53e18b___RS_Late.B 7006.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a0f74b23-b001-4cb9-8a79-f80bda4cc8e8___GHLB2 Leaf 9018.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a0fe466c-9953-4458-9621-65377e474227___RS_Late.B 6973.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a1f1f31f-36ab-49a9-bfb4-aa21ed90dfbc___RS_Late.B 4874.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a38d671f-4582-4ee9-b994-63f2343821e8___GHLB2 Leaf 8592.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a41982b4-98ca-40de-a386-96e865a3dd21___RS_Late.B 6138.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a4dd9b8a-c4bc-40c2-87f2-686a36789b2c___RS_Late.B 5500.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a4e72582-b214-412a-a3ae-5a75da76973f___RS_Late.B 6884.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a58d9924-0f70-44f3-ac76-1c2d7fc238e1___RS_Late.B 5086.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a5d564de-39c2-4f69-935f-3f1036dfd2db___GHLB2 Leaf 8806.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a5e71962-bf6d-486d-ab54-14004feb76da___RS_Late.B 6088.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a6a07e9c-1300-48df-bd43-6c0631bb3ced___RS_Late.B 4958.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a6b94272-9bb5-495e-bce4-2622d2ea34f5___GHLB Leaf 25.2 Day 12.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a72398fc-23d1-4cb5-9331-d06fb7a13c7f___GHLB2 Leaf 8978.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a78725bd-f2c9-405e-8591-c8b009f43ea7___RS_Late.B 4918.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a87b8e0c-2279-4cf7-85a4-0fba63130902___RS_Late.B 5323.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a8fc49cf-c74f-40a6-a53b-3dddd42bb8bd___GHLB2 Leaf 9040.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/a93a7ca0-3ed4-4d86-9441-49a6d605c26d___GHLB_PS Leaf 26 Day 9.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/aa48f118-9636-4320-99d5-a2a668038683___GHLB2 Leaf 8601.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/aa5594a4-0679-4f85-bc2e-ff65342aaca1___GHLB2 Leaf 71.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/aa5e6a40-afc1-47e5-80a3-e41fb9e5a40b___GHLB2 Leaf 9085.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ab4a4903-8395-481b-8f97-ee6837f5c094___GHLB_PS Leaf 30 Day 12.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/aba6fc41-d333-40a8-b3d4-1d72ac2067fe___GHLB2 Leaf 8691.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ac1fbb8a-2a44-4d70-8c93-fc3cc13a876d___GHLB_PS Leaf 17 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Dataset(Augmented)/valid/Tomato___Late_blight/b09b2807-58ca-4708-904e-05de3032ef92___RS_Late.B 6345.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b15c92e9-6973-415c-80fe-82703ff722f7___RS_Late.B 4994.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b1f047e9-a4c2-45c1-8861-d52828c1444d___GHLB2 Leaf 106.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b27c48d1-189e-4187-9535-78dc1c8a803e___RS_Late.B 6789.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b2b78605-d686-49ad-b312-ff96c1d7acf1___RS_Late.B 6177.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b2fb784b-5601-4b75-93b0-8dcaa7eaca6e___RS_Late.B 6419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b61b92f6-9991-4f85-a9a6-c3993720d842___GHLB2 Leaf 9067.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b62c8328-7089-4b43-b77e-20511356d04b___RS_Late.B 5490.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b883a992-1177-473a-8c0e-c08ebf9ac743___RS_Late.B 5537.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/b9b1cf81-a68a-48a5-b3f2-25b45ecc81f7___RS_Late.B 5423.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bb1be648-63dc-4973-8c88-f3de0dff30f4___RS_Late.B 6030.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bb1cfbc3-b8eb-4a56-9313-86cffbea4524___GHLB_PS Leaf 30.1 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bba9c7cc-21d8-43b7-acb2-9c079f810f89___RS_Late.B 6798.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bd10f32e-3a27-4a58-9def-62555e99b223___RS_Late.B 6768.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bd4f09bd-ee85-4ab1-bce0-8cde3fdd7f1b___GHLB_PS Leaf 23.7 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bd9341f4-34d9-4acb-9aa0-5dbff08f8ba6___GHLB_PS Leaf 23 Day 9.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/be9f181f-5692-4811-9678-69dbe94d6ecc___RS_Late.B 4838.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/beadaf43-1ab3-447b-b60a-d9c3cc8214ff___RS_Late.B 6293.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bf014d78-5f3a-4748-a026-dc80d95cbc3f___GHLB2 Leaf 164.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/bf6cc0d5-0c8c-4a49-80d1-970c3e691073___RS_Late.B 4987.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c14302ad-0333-4038-8b4f-a4f75049fbaa___RS_Late.B 6939.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c2f279ce-0890-4bfc-81a9-b896fa940027___GHLB2 Leaf 8542.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c421eebc-d8ec-42d7-bcc9-a615343216a0___GHLB2 Leaf 8912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c4e17a14-ebac-4e2b-b00f-8b6b5e267b42___RS_Late.B 5097.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c4e95382-4bc7-4271-89ba-889f1dc55a2b___GHLB2 Leaf 9093.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c50640d9-3647-4ef0-95c5-31fc5e8b688a___GHLB2 Leaf 8908.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c5150ba8-d8c4-47a3-9938-83715b767693___RS_Late.B 6912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c59952b7-66e1-484d-a2e2-d240e7b12680___GHLB2 Leaf 8553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c5b2af5b-c27f-4ed3-83e5-e2bfe096f024___RS_Late.B 6918.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c614e6d5-04cc-4846-9867-84c83961c5cf___GHLB2 Leaf 8617.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c68a177e-bd9d-4995-a8ab-9ef75bcef2fe___GHLB2 Leaf 8995.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c6cfdcc7-c5e6-45bc-8b5a-709bf2753902___RS_Late.B 7081.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c7249538-0d8d-4d6e-807f-eb693e3586ff___RS_Late.B 6032.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c91400cf-83f0-4472-9504-3234ccecf65c___RS_Late.B 5218.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/c9c8854f-00f2-4bec-b263-f03354f58114___RS_Late.B 6997.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cac3a565-799f-4b66-a575-5ad6ff356d37___GHLB_PS Leaf 2.3 Day 8.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cad32686-aa52-4c8d-85e7-2578027af2a5___RS_Late.B 4857.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cb56bd8e-f217-4537-9d35-a62d6b82f48f___GHLB2 Leaf 8769.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cc182d88-d09a-4caa-948a-91db3007290a___GHLB_PS Leaf 2.1 Day 7.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cdeb7f9d-c0de-4fbd-95a5-fbaaa51460dd___RS_Late.B 5571.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cec774a0-92f4-4446-af6a-f0743e667461___RS_Late.B 5171.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cedebb08-bf5c-434a-931e-63ce9621b77e___GHLB2 Leaf 9091.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cf0469e3-6a8c-4d3b-a1d3-43b99619b472___GHLB2 Leaf 8699.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/cf21ccf7-0ad0-44cb-b541-a03d3921afcf___GHLB2 Leaf 8798.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d0dceae1-6bf8-475a-99fa-f27accadece0___GHLB2 Leaf 8778.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d1c1488e-f121-4b32-a7f6-24c25ee6b766___RS_Late.B 7102.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d2619e9f-172d-4c42-8513-0ab522c02824___GHLB Leaf 2.2 Day 16.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d2c04ad0-6dbc-4f9c-8566-446bcc9b5953___GHLB2 Leaf 8679.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d3756978-23f4-48a2-a7e5-9b32c9453059___GHLB2 Leaf 160.3.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d45e9f86-2819-4c41-886c-73b7012674b3___GHLB Leaf 2 Day 16 .JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d5d97236-2cf4-4910-a0a9-b15223afbdbf___RS_Late.B 6049.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d6027b84-ede4-4b4a-b76b-3fa65f4e663c___RS_Late.B 5198.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d63639eb-4a20-4321-b8b6-38de563a1ee6___GHLB_PS Leaf 26.4 Day 13.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d674cbf6-0cdc-407a-97ea-c3f53f2c51e4___GH_HL Leaf 170.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d69cda61-f13d-4d73-9a4b-ac0e7c386389___GHLB2 Leaf 98.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d6dde2e1-097a-4d45-b646-0110aaa06107___GHLB2 Leaf 8816.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d6e6897a-5083-4914-9903-804c5684a956___GHLB2 Leaf 102.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d6e9c42c-39cb-42a7-8d9b-a926fe21f926___RS_Late.B 6684.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d75d625f-502f-4d16-b78f-b87c2a0f10e7___GHLB2 Leaf 8535.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d84f5ea2-462a-40e2-8b01-916a65588aaf___GHLB_PS Leaf 22 Day 9.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d8856c76-c822-408c-9113-e1eadedb5cba___RS_Late.B 5491.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d886ffed-a35b-4954-9066-b708c34fc998___GHLB2 Leaf 82.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/d8b0ded7-7d30-4b52-acea-d1a3ca70a392___RS_Late.B 6096.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/dbbe0ac5-5cb6-4bcd-940a-f0a8104d4e79___RS_Late.B 6067.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/dbd66146-54e6-4621-870d-24208b99e254___RS_Late.B 7051.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/dce856b2-1c63-4305-97ab-5ab443f462bf___RS_Late.B 6099.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/dd3bd618-677a-4661-81bd-8ac871ad8549___GHLB2 Leaf 8884.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/dd84ae03-7d7d-4e12-8f9f-f684abdcb320___RS_Late.B 5637.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/de272472-c653-4102-beac-6813da817d21___GHLB2 Leaf 153.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/de8d11a4-24da-489d-9c88-0d7cf5344cdc___GHLB_PS Leaf 2.3 Day 16.jpg \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/def832df-c202-4e72-ae0a-0687e62c70ce___RS_Late.B 5071.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/df13d0be-1ef9-4371-bf7f-bedb930fc190___RS_Late.B 4846.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/df7a9adb-6294-4866-9f39-6fc3d7a8ffdf___RS_Late.B 4978.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e03114a0-8053-460a-b653-eef873b1c531___RS_Late.B 5532.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e0bea030-e8ac-4f3c-a87d-bca3090ad600___RS_Late.B 6434.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e131a4c1-21d7-40cd-a19f-02456e411750___GHLB Leaf 3 Day 1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e1501757-3235-4051-b460-52c0f6e45add___RS_Late.B 4910.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e3df7441-295f-4a70-833c-4127b5b738d5___GHLB2 Leaf 8760.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e4be24d1-b3c1-4d03-b35a-56dddf1902fe___RS_Late.B 4855.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e4ec79b5-94df-42dd-8425-bd68d2320c5f___RS_Late.B 5406.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e4f561cc-0e83-4718-90bf-2648db94a4bb___GHLB2 Leaf 162.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e5b328bf-1f13-4831-bd63-b1bdb30f02d9___GHLB2 Leaf 8674.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e5b81597-d794-40e5-8f14-0b5792c4a680___RS_Late.B 6757.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e5d815b6-dd10-41a3-83e7-c25b6fd5d0c2___GHLB2 Leaf 9015.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e6636324-6e8e-4981-8bb7-5deafced5fbd___RS_Late.B 5228.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e6703c22-86f7-4bdf-9733-072180761976___RS_Late.B 5522.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e686c35e-fcb4-463b-ad2a-2c1da18135bb___GHLB2 Leaf 9023.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e7ad9c9f-d300-4246-8e98-4e364eb4d7b6___GHLB Leaf 23.1 Day 18.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e877b612-7d3e-4ad9-81ae-5dd50979fbb1___RS_Late.B 4949.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e90482fd-1a84-462a-b28d-cb9b6aee18eb___RS_Late.B 6161.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e93721af-a478-4021-8d9a-bffdc1ba7c45___RS_Late.B 5050.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/e95ca31b-0e75-4ec5-986a-29ce5dce1a01___GHLB2 Leaf 8643.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ea5e3f60-2a08-45b9-94b7-f0b934a1a3e4___RS_Late.B 5055.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ea8996e6-05f4-4792-9704-e2c796b0fbf2___RS_Late.B 5075.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ec3d3481-5b97-446c-a1e7-c97334166a50___RS_Late.B 7029.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/eda41abe-61cf-439d-9562-e03fee3cd2ca___GHLB2 Leaf 8802.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ee0c6d7f-7728-406b-b715-67ba31384954___RS_Late.B 5293.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ee85b4a0-f9ee-40a6-b612-66dd11414929___RS_Late.B 5069.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ee90e57e-7289-4dcd-af6f-a585d97628b7___RS_Late.B 7040.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/ee963b20-1464-49b5-a390-790b05e8daa1___RS_Late.B 5487.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f0f8cbf1-f7d3-47e1-8a7c-87df9b65beb2___GHLB2 Leaf 125.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f27d1b5c-46e2-442f-846d-dd5c6018bb2a___RS_Late.B 6984.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f2dd9615-908e-4504-b38d-542765ae4f48___GHLB Leaf 8.3 Day 13.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f33028e4-68df-4312-ba25-94d65f03efcf___RS_Late.B 5530.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f37f0878-31f2-402b-81c6-dd1af6e15899___RS_Late.B 5222.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f43df4fe-4544-4831-b9f9-a3c7b470b0e0___RS_Late.B 6801.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f4aa3db8-2ad1-4abc-bb2e-4b63ed4d966a___GHLB2 Leaf 107.2.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f5261645-e84e-433a-8edb-ff53e8586646___GHLB2 Leaf 143.1.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f582a1b2-636d-4a0e-a113-5dcfb5c2d7e8___GHLB2 Leaf 9098.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Late_blight/f66ada20-cd47-4393-b7c6-87f1f39fd741___GHLB_PS Leaf 41.1 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8786_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/69317010-b2b4-4a64-837e-94f8302fd508___Crnl_L.Mold 9149.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/69317010-b2b4-4a64-837e-94f8302fd508___Crnl_L.Mold 9149_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/697ae68d-7932-4320-a28e-c8228cd23f50___Crnl_L.Mold 8629.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/69fc385e-4ceb-4858-83d6-1fbc1973d441___Crnl_L.Mold 8844_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/6a72d24d-5705-4647-8a8c-77d2f268c08a___Crnl_L.Mold 8708.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Leaf_Mold/735f7469-96ea-4e79-9865-72883d3c16db___Crnl_L.Mold 8998_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/73c3f88e-6802-4afd-9065-431bbe6a312d___Crnl_L.Mold 6970_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/74fdc5c4-bb48-4774-ba11-cfc7d826e7dc___Crnl_L.Mold 9123_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/755296b4-fa21-4ec5-b912-bd85b2897a01___Crnl_L.Mold 8630_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/75b10923-dfb7-4b29-b12f-7e76fc069f51___Crnl_L.Mold 6674.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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7053.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/b31c5c8a-aac0-4cad-af32-2b10e2fa64f6___Crnl_L.Mold 7053_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/b5bff13f-7b25-4725-af06-11769005cda1___Crnl_L.Mold 8930.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/b6bdf275-d731-415b-a68d-193bbd6c037a___Crnl_L.Mold 8772_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/b7b05e98-5432-43a1-94e7-e1d6146faf18___Crnl_L.Mold 6912_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/b825544a-33a3-4bf7-8568-506acca8eaf5___Crnl_L.Mold 8826.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Leaf_Mold/da70a983-649d-4262-a78f-4b5be677167e___Crnl_L.Mold 9168_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/da70a983-649d-4262-a78f-4b5be677167e___Crnl_L.Mold 9168_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/da83c654-4106-45be-b410-28ae89d93e22___Crnl_L.Mold 7054.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/dbd8242c-1c4c-4d6a-97ba-6cb26fffec49___Crnl_L.Mold 7145_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/dc98f601-174f-481d-a666-6af979c61d4f___Crnl_L.Mold 6859_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/dde4e8af-a08a-48e7-969d-0b6c66912431___Crnl_L.Mold 8963_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/de7feb7f-caf7-4f98-90d4-096b0f130817___Crnl_L.Mold 6629.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/df5a282e-d66e-4fb3-8ce4-eddfe5253c50___Crnl_L.Mold 8940_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/df78e8cb-8fc5-4682-ab5c-f265b4e8d97e___Crnl_L.Mold 8619.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e04f2ba7-8aac-4c3a-950f-edf70a6c2905___Crnl_L.Mold 7173_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e1af66f2-f7a8-4ae8-8f79-f9b8e8508d58___Crnl_L.Mold 8697.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e2d2986e-7661-4844-86a7-74d9494d0025___Crnl_L.Mold 8699_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e2d4c4ee-752f-4494-a046-6076bc08ecbd___Crnl_L.Mold 7178_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e379328a-4265-470a-978d-5020f59f4c1f___Crnl_L.Mold 6833_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e3f2056b-aa97-4369-8b56-90fd45f37d4d___Crnl_L.Mold 6555.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e40da81e-07e7-4914-af0d-461a2b1a10ec___Crnl_L.Mold 7101.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e40da81e-07e7-4914-af0d-461a2b1a10ec___Crnl_L.Mold 7101_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e40da81e-07e7-4914-af0d-461a2b1a10ec___Crnl_L.Mold 7101_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e4b615ab-7fb8-48cb-a497-49b956ca2437___Crnl_L.Mold 8778.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e52d4992-f924-4b08-afea-8bbdb4766089___Crnl_L.Mold 9010.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e6b6cab1-56f9-429f-b89f-110c0128d5be___Crnl_L.Mold 7098.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e6e60f43-eff7-4f87-8aef-ab1ddcc6526a___Crnl_L.Mold 6942_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e7391b48-0b36-41fd-81f0-35c6b5a24d0a___Crnl_L.Mold 6761_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e7e687ae-c2f1-4ab4-9726-fe9ee5c1c889___Crnl_L.Mold 8765_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e8e4c7fa-6c75-470a-888a-0763cade48bc___Crnl_L.Mold 7099.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e8e4c7fa-6c75-470a-888a-0763cade48bc___Crnl_L.Mold 7099_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e8e4c7fa-6c75-470a-888a-0763cade48bc___Crnl_L.Mold 7099_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/e9a29961-5b3e-47a8-b2aa-b8d0ba9f2a80___Crnl_L.Mold 6838_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/eab7f198-a04b-4e25-b329-41e7666d1fde___Crnl_L.Mold 6773_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/eab7f198-a04b-4e25-b329-41e7666d1fde___Crnl_L.Mold 6773_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/ebe5c5c5-7e29-4aa7-bc0b-f895b5bc3d20___Crnl_L.Mold 6676_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/ed52b0a7-f569-4fdb-b04c-a624d8793092___Crnl_L.Mold 8880.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/ed52b0a7-f569-4fdb-b04c-a624d8793092___Crnl_L.Mold 8880_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/edd27dda-8e38-45da-9744-75982f71b4fe___Crnl_L.Mold 8762_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/efc97ed0-2c07-448d-b69f-dc75bf46844b___Crnl_L.Mold 9159.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f12a4cdc-3c47-4f22-9f03-188015dedb07___Crnl_L.Mold 8913_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f28805ce-de82-49bf-be6c-aa8c9c71a595___Crnl_L.Mold 8815.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f2a712d0-5d8c-4676-a0c3-732ef8ebc8f0___Crnl_L.Mold 8861_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f2da011d-7004-40de-ba61-9e9fe12ad6b0___Crnl_L.Mold 7143_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f3113f81-fff3-4b7d-b171-7315216c4d10___Crnl_L.Mold 8683_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f3ef6606-c66b-4fa0-a542-f09b78b6c3e0___Crnl_L.Mold 9120_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f456169c-83b5-4fd6-8c0a-41f36fb23ac7___Crnl_L.Mold 6693_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f4844fb4-c16b-454b-b5b2-64911885ec71___Crnl_L.Mold 8657_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f48a7999-9eaa-4403-a2a5-533d22092d46___Crnl_L.Mold 6854_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f49fa2e7-d767-4d97-8b57-026388fe548a___Crnl_L.Mold 9033.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f519ceb3-e49b-4be9-81fa-20fea299b49e___Crnl_L.Mold 9088_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f59fc67c-3f69-4dd5-b4f5-370cb8ed71da___Crnl_L.Mold 6788.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f655d3f3-4b41-4e5a-adcd-5bf481d8d8eb___Crnl_L.Mold 8716_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f6ac8e4d-e718-48c4-acb4-614733512c96___Crnl_L.Mold 7052_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f6c104df-09ed-467c-8e67-30d5bd5d7cd2___Crnl_L.Mold 6829.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f6c104df-09ed-467c-8e67-30d5bd5d7cd2___Crnl_L.Mold 6829_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f6c43250-2d85-42fb-85e6-57699cbb9350___Crnl_L.Mold 6765_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f75e6248-4f29-42d7-877f-14f3024a7fd7___Crnl_L.Mold 6896_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f7826d86-2eb1-408f-b2c1-a43afe0268b3___Crnl_L.Mold 9056.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f7826d86-2eb1-408f-b2c1-a43afe0268b3___Crnl_L.Mold 9056_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f78e3205-2a7f-43cf-988c-63aaf2179a5d___Crnl_L.Mold 6878.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f7a198ea-1064-41ab-be9c-f0bab081a128___Crnl_L.Mold 6918_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f80ea01a-c910-4f53-b415-9b327dc51402___Crnl_L.Mold 6804.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f80ea01a-c910-4f53-b415-9b327dc51402___Crnl_L.Mold 6804_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/f9e451c7-e732-4c74-a0bd-94e7fa8016ac___Crnl_L.Mold 7093.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fa0cb20b-cafb-494d-85f5-0af1a5785671___Crnl_L.Mold 6743_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fa2fb8f3-3561-4dad-bec1-a60555b9197d___Crnl_L.Mold 8852_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fb0dbb23-b3fb-406f-bb7a-c5e0d45207d3___Crnl_L.Mold 8948.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fb134b57-4763-4598-a0ee-ec7aa7e95d35___Crnl_L.Mold 6695.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fb7b35d0-f501-4410-902c-99ab6022ae47___Crnl_L.Mold 9163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fbd446f3-6104-4ab8-8d3f-d4f69befecef___Crnl_L.Mold 7131_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fcfc6758-32cd-4e18-8d56-e3ffde988921___Crnl_L.Mold 6591_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fd2cc427-8f4c-4551-96db-bd5d53974039___Crnl_L.Mold 6684_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fe00923d-7acb-4a3b-9104-e2d429181e5d___Crnl_L.Mold 6822_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fe0bcd7f-a7de-4155-95a5-79043190eef7___Crnl_L.Mold 7030_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fe0bcd7f-a7de-4155-95a5-79043190eef7___Crnl_L.Mold 7030_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fe52f026-be65-43bf-823e-d5fc9a9b0340___Crnl_L.Mold 6774.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fe60a756-1145-4ed4-9496-af5f387f0222___Crnl_L.Mold 8965.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/fec6ddb1-599d-4de0-905c-c4e526021314___Crnl_L.Mold 8895_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Leaf_Mold/ff01be71-2cc9-4e83-b907-81c21d31983b___Crnl_L.Mold 9117_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/021f9747-f308-4694-859b-10f541a0e63c___JR_Sept.L.S 2506.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/02ab6821-757a-401b-ac04-919fdceee1f0___Matt.S_CG 1653_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/02ab6821-757a-401b-ac04-919fdceee1f0___Matt.S_CG 1653_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/02d2c484-8bdb-4ef2-8d07-0bdb3ac330cc___Matt.S_CG 0975.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/03b3e88f-63ad-49e1-88c2-b8bfffd6aaf6___Matt.S_CG 1226.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/03b3e88f-63ad-49e1-88c2-b8bfffd6aaf6___Matt.S_CG 1226_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/046a86f0-bdae-438b-9c1f-b840c706f409___JR_Sept.L.S 8530.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/04840559-16ed-4f17-908b-2048ba83ab80___Keller.St_CG 1780.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/04c912dc-3e26-43ff-a6e3-69de49a6e529___JR_Sept.L.S 8519_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/06225525-413e-411b-a503-85e8dc6050a8___JR_Sept.L.S 8351.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/069e7256-c9ac-4544-a89c-54a1ebf4ed23___Matt.S_CG 2434.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/086f38cc-ea15-4625-aa96-9a74c65f7f7f___Matt.S_CG 6713.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/099a68fb-a30b-48b6-99ae-908449e48950___JR_Sept.L.S 2691.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/09db4c01-a966-4482-a591-f5e2c19177b7___Keller.St_CG 1820.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/09dbdbad-6b02-45a8-a1d3-86cebfd1320d___Keller.St_CG 1799.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0a25f893-1b5f-4845-baa1-f68ac03d96ac___Matt.S_CG 7863.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0a25f893-1b5f-4845-baa1-f68ac03d96ac___Matt.S_CG 7863_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0a25f893-1b5f-4845-baa1-f68ac03d96ac___Matt.S_CG 7863_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0a5edec2-e297-4a25-86fc-78f03772c100___JR_Sept.L.S 8468.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0a70601b-8511-4a56-9562-c95c46372874___Matt.S_CG 1032.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0aa486df-97b6-4764-89a9-d193e16aabbb___Keller.St_CG 1931.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0af9f990-ad92-4411-8623-4498ca4805ce___Keller.St_CG 1942.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0b4886e5-a065-44c1-aa19-bd166922d3de___JR_Sept.L.S 8498.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0b4886e5-a065-44c1-aa19-bd166922d3de___JR_Sept.L.S 8498_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0bbf4db7-38a1-4d5c-8fd7-503e9f37ef8f___Matt.S_CG 7848_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0c4935b6-8f13-4148-b5e6-19404d49fc78___Matt.S_CG 2733.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0ca7ed02-4540-47df-b01d-194b23226a2d___Matt.S_CG 1733_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0cff7307-2103-4aaf-b2af-899221b15e34___Matt.S_CG 7756.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0d12d6ee-bc90-413e-8638-e476cd8ba8ee___Keller.St_CG 1840_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0d1ab917-ea01-43d7-8a63-232bffcfbb08___Keller.St_CG 1769_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0d60ecc0-bb8e-4c07-9ad7-5e78aed53b1c___Matt.S_CG 6645_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0ea612c0-8416-4771-a8bb-d5d255800f94___JR_Sept.L.S 8533_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0ea8a7c0-74f4-404b-81f4-233e501dab60___Matt.S_CG 6731_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0ebf0c98-aeb9-4630-afa0-0c9a2dc32995___Matt.S_CG 6233_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0ebf0c98-aeb9-4630-afa0-0c9a2dc32995___Matt.S_CG 6233_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/0edb366d-1253-4498-a05a-8f666405edc6___Matt.S_CG 7862_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/115872f2-53a2-4ed9-a394-01882a0d30db___Keller.St_CG 1914.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/11971add-1e25-4f5c-8a7e-2fa5ae46cfc6___Matt.S_CG 0740.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/12703385-4e74-4e56-b90a-fede2827fbf2___Matt.S_CG 6039.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/12c64d46-1639-491f-a4d7-534288b0ba0a___Matt.S_CG 7603.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/12d9e5d9-7cd4-4e70-89e5-30581c60d57b___Matt.S_CG 6590.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/131407de-62dc-44bf-81c8-b0c4c173df9e___JR_Sept.L.S 2726.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/13cc7d11-275b-44c2-977f-cef792d827ed___Keller.St_CG 2000.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/14af00c3-f76a-4789-b58b-049bbf8ea6a6___JR_Sept.L.S 2633.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/14c31d28-ae56-42b8-9ff7-9012d414b74f___Keller.St_CG 1847.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/15a7cf58-3dd6-415e-a4e1-ec825aba252d___JR_Sept.L.S 8472.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1764aae7-ae4b-45f9-b364-23cd799cee12___JR_Sept.L.S 8458.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/177caa36-f976-4c64-8098-25fba2a4038f___Keller.St_CG 1787.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/181ba21a-dd6f-4f26-b279-6734d3579449___Matt.S_CG 7593.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/18d05aef-311a-4e99-9489-f702ecdaffb6___Matt.S_CG 1703.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1a10c809-8303-4457-9875-bedd4eb9625b___Matt.S_CG 7777_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1a2ce36b-89e9-43ea-9e54-b2da024c08fc___JR_Sept.L.S 8532_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1a555e99-78f6-459f-8572-b877b2e7b73c___Matt.S_CG 7415.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1a88e419-7d5c-45c7-a10f-4e1f80280cd2___Matt.S_CG 1584_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1b6fd6e2-8917-473f-9c8c-b14f639e13a9___JR_Sept.L.S 2709.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1bd1e4bf-3f5e-4954-a265-edb058f2db96___Matt.S_CG 1215_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1bdd9bcf-49b6-4a59-90ed-5e053de56994___JR_Sept.L.S 2587_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1c7bc7c5-daec-45bd-beb9-89beb159c755___Keller.St_CG 2018_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1c7e9ef5-bf97-4e53-b6c1-7fd148d043d5___Matt.S_CG 6482.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1c94b8af-21b7-43b5-b6ff-a5f7a3ad0a6e___Matt.S_CG 1727.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1c9a19ab-15e6-4af9-9130-603a329f356e___Matt.S_CG 7520_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1cffba8e-40e0-43ce-914b-c184feb2cb2e___Matt.S_CG 7401_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1da58848-43c5-44ce-974e-bdd0b3c6e7d5___JR_Sept.L.S 8363_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1dba882a-8d8b-4f5e-a6d4-18f6c58534b3___Matt.S_CG 6782.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1de3c0cc-04c3-48d0-9493-96b9e9a237af___Matt.S_CG 7657_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1e427d73-cd81-4476-9427-4854a10ea894___JR_Sept.L.S 2689_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1e8f411c-7f6b-42c0-8c84-70486b6c91d1___Keller.St_CG 1824_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1eb51af9-a622-4f97-a47b-b7474771d414___JR_Sept.L.S 2455.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1ecc0c20-9ef3-40af-a8d8-9a43463a26b4___Matt.S_CG 7654_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1f11a23b-8dd3-4fc8-82cf-235cfcdaf5b2___Matt.S_CG 2783_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1f51fffd-4e03-4aca-be68-d78e12538d50___Matt.S_CG 7451_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1f755e56-f38f-44ef-8076-d82c302c4539___JR_Sept.L.S 8407_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1fea28dc-c071-4373-af8c-97e8d0646044___JR_Sept.L.S 2596.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/1fef5339-704d-456a-a7b8-85014c9c8600___JR_Sept.L.S 8489_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2097ad9f-76af-47d8-b6f4-232437ba1f87___Matt.S_CG 1240.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/22e12bfe-129c-4afe-bfd3-6cb467b1dd7f___Matt.S_CG 0794.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2365ce1e-195c-4cf9-a38d-927f0faa489a___JR_Sept.L.S 2725.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/25f7a39f-7fef-4f5d-af4f-cf21934f516a___JR_Sept.L.S 2493.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2713743d-6169-4d75-95ae-577b22a663ff___Matt.S_CG 6854.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2741b105-dacf-4ed8-bedf-4fc395f8947c___Keller.St_CG 1943.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/27cce771-b14a-4c4c-a910-4751fb2eb9d1___JR_Sept.L.S 8352.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/29f85709-2e5c-41fe-a548-ca77f774a68b___Matt.S_CG 6163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2a2b0821-26eb-4322-a603-1ba569b9de98___JR_Sept.L.S 8513.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2a2b0821-26eb-4322-a603-1ba569b9de98___JR_Sept.L.S 8513_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2a7760ee-1b7c-437d-8f47-b6a65c6a3d9c___JR_Sept.L.S 2569.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b400c69-36a9-4b78-90a0-3702cd38c896___Matt.S_CG 6876.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b400c69-36a9-4b78-90a0-3702cd38c896___Matt.S_CG 6876_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b526b63-b759-4187-ab73-ce49ebb07191___JR_Sept.L.S 2681.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b63b39d-7d3b-4421-9d68-b81b0862977b___Keller.St_CG 2025.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b63b39d-7d3b-4421-9d68-b81b0862977b___Keller.St_CG 2025_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2b66d465-d98a-405a-9775-3b03ac58e7e5___Matt.S_CG 0757_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c14cebf-97c1-4ee4-a247-f9e181234319___JR_Sept.L.S 2563.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c26297d-15a5-4afa-b9ee-e56e3032cad5___Matt.S_CG 7489_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c51b21d-6890-491a-9fd0-08fd5628f26f___Matt.S_CG 7598_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c6373dc-0616-4792-9765-7f3962406a12___Matt.S_CG 6754.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c6373dc-0616-4792-9765-7f3962406a12___Matt.S_CG 6754_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2c6932ac-9d51-4af0-93a9-89b639fb9c12___Keller.St_CG 1920_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2cbfb4e3-8327-470f-91b1-4b7c3823b1f1___Keller.St_CG 1909_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2d9f575c-7ce7-43d7-be22-fbbf53361ba5___Matt.S_CG 6855_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2e69e7bc-a60d-43b4-84f9-637c90eb71bb___JR_Sept.L.S 8538_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2e69e7bc-a60d-43b4-84f9-637c90eb71bb___JR_Sept.L.S 8538_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2e8ffaaa-1ddd-436d-8672-b3274acf0067___Matt.S_CG 7806_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2e9928ec-5f57-4587-bbc3-18e30d2938e3___JR_Sept.L.S 8373_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2eabb4bc-329d-4d5d-a4ee-a7a28d15faae___Matt.S_CG 1493_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2f5e144b-cf8f-4882-8ee5-10eafb8778cc___Matt.S_CG 7579.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2fed0190-d484-415f-9ae2-84707eb8a294___Matt.S_CG 1617.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2fed0190-d484-415f-9ae2-84707eb8a294___Matt.S_CG 1617_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/2ff033e7-73ea-49aa-b81a-164963cc464d___Matt.S_CG 6638.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/307b1e1b-4a5c-4378-91df-df121d7e4f51___Matt.S_CG 7667.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/30da823e-3ffd-4ccb-a10f-680a232ae284___Matt.S_CG 2756.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/325ed9c5-08df-49cd-9317-1e3364a3687e___Matt.S_CG 7773.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/32b2bf97-2a8a-41dd-9889-a1e79cddd33e___Keller.St_CG 2042.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/33730016-a830-406f-b969-c50f70adf1df___JR_Sept.L.S 2530.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/34406ab3-1cfb-4ae4-bd6e-85355247d251___Matt.S_CG 7430.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/347c2ba2-84c7-4e59-9bee-cfbf532f9c27___Matt.S_CG 6699.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/36929b20-0c26-4fb0-87d9-db47d3b2553f___Keller.St_CG 1902.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/38c97982-c658-43c9-8641-bfbe851ef61c___Keller.St_CG 1955.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/39081040-dbed-48f3-aef1-7bab8831a7e0___JR_Sept.L.S 8447.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3a287000-0306-4202-8eca-41ead0c1634c___Matt.S_CG 2440_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3a89c017-4b4b-4f64-a018-05c98a2fa611___Matt.S_CG 1219_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3a89c017-4b4b-4f64-a018-05c98a2fa611___Matt.S_CG 1219_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3acde329-875f-4fab-b09f-513714612d5c___Matt.S_CG 7476.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3acde329-875f-4fab-b09f-513714612d5c___Matt.S_CG 7476_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3b7f264d-4d60-46c4-9e36-f4f032d47c5b___Matt.S_CG 1523_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3b8e8f98-bbc7-446d-82a9-5130e10f1b4a___Matt.S_CG 6618_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3ba26d58-4f12-49ac-b818-e32b953a81ee___JR_Sept.L.S 2655_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3c128fd7-83d2-4202-b612-7e29f1ac4357___Matt.S_CG 2437.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3c70a1cb-bb92-4bf1-a742-0622d1616003___Keller.St_CG 1915.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3d9cf11d-eb78-481a-a94a-ca6629b757a0___Matt.S_CG 7453_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3d9cf11d-eb78-481a-a94a-ca6629b757a0___Matt.S_CG 7453_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3dd32fea-62e8-4ae9-b307-5513e845b519___JR_Sept.L.S 2663_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3ddb7094-9ee7-473d-8a01-b48ce8eda506___Matt.S_CG 6719_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3ddb7094-9ee7-473d-8a01-b48ce8eda506___Matt.S_CG 6719_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3e06fe16-f6e0-4681-8049-f362ee0aafba___Matt.S_CG 2505_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3e36cafb-f2f4-4c51-9853-85fd7f1eb817___Keller.St_CG 1795_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3ebeb76c-9be7-4e35-b06a-6402276b04bd___Matt.S_CG 6730_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3edb3c6a-ff33-4ace-a754-0d807ef8019a___Matt.S_CG 2578_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3f6c0ef0-068b-4566-a643-9a368d50bdc4___JR_Sept.L.S 8380.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3f6c0ef0-068b-4566-a643-9a368d50bdc4___JR_Sept.L.S 8380_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/3ff747b1-7cec-42e2-a938-9af10afeab8c___Matt.S_CG 1285_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/40b13cf8-a4ca-4d0b-9e76-6f40f38ea063___Matt.S_CG 0773.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/41dadfd3-6e73-4057-b909-5512dfe64631___JR_Sept.L.S 8544.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/42184af4-cb8b-4287-b000-04fa630a167f___Matt.S_CG 2424.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/422a0165-cc1b-4fb5-ab34-d0fe610fb0df___Matt.S_CG 0672.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/43660e03-52a8-4451-bcd4-3b4806be2276___Matt.S_CG 6721.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/43f78d0c-798d-4466-83f6-49e84d6a9fad___JR_Sept.L.S 2473.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/459318c1-ddb2-4f9c-b497-6280e1e82b96___JR_Sept.L.S 2635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/45c3dbbf-94eb-4e9e-9f09-b93609f6db7d___JR_Sept.L.S 2543.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/48bad913-fbef-4845-bc2d-dbc06f0c2bcc___Matt.S_CG 7790.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/48e9d480-1361-4d4a-96a3-bded85e7559b___Matt.S_CG 7733.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/49b61637-8623-4e44-a485-d10125ed15ca___JR_Sept.L.S 2520.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/49c6df4f-6528-479b-af7d-613aed9a0026___Keller.St_CG 1890.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4a07823f-bbfe-4880-bbae-59fd1ae9de33___Matt.S_CG 6687_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4b712088-62f3-43ff-8358-6f07279f0b8c___Keller.St_CG 1961_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4b712088-62f3-43ff-8358-6f07279f0b8c___Keller.St_CG 1961_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4bdfdc7b-5822-45b6-8c3f-65df82717447___Keller.St_CG 1897.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4bf63128-b5bc-4518-8d0b-ec5113f508c6___Matt.S_CG 2502_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4dc663c9-994d-4204-ae40-30d5eab53bc9___Matt.S_CG 0678_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4e868db4-c951-461f-ab77-562aa6456746___JR_Sept.L.S 8553_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4e91dd84-5a88-4b2f-8c08-b48a1c0bfc4c___Matt.S_CG 6575_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4f35adfa-03b3-4562-b970-19548dda84d1___Matt.S_CG 2457.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4f35adfa-03b3-4562-b970-19548dda84d1___Matt.S_CG 2457_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4f45a4b4-342b-4422-87b9-8386a6801ba1___JR_Sept.L.S 2566_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/4ff32de5-d688-468f-b6db-9cb89e12f6f4___Matt.S_CG 2762_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/502e3bfa-f315-4be7-988f-be4b495cf8c5___Matt.S_CG 7640.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/50ae0da2-fded-4c78-beb9-0f5e9a85a989___Matt.S_CG 7636.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/50cb3118-d96b-4805-b975-99a443575a64___Matt.S_CG 7409.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/546a14dd-fe94-4651-82bb-012f6fbf53a7___Matt.S_CG 6675.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/54aacda6-8c9c-4112-891e-cc1612a7238d___Matt.S_CG 6290.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/54bffaa0-0816-445f-ae80-d4db791b7cda___Matt.S_CG 1442.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/54e9c79f-bcce-4744-b5e0-be176d879a30___JR_Sept.L.S 8349.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/552f6853-9c7f-49f5-9f65-6cc13d301222___Matt.S_CG 6615.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/b40312b0-86be-4acf-b2cc-747c7ef4ff35___Matt.S_CG 7469.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/b459b9c8-30e2-4a65-be28-53d80243cac2___Keller.St_CG 1797.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/b48a9db6-ca84-4941-8f00-5f22065fc0c2___Matt.S_CG 1730.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/b4d1fd1c-27f2-476a-8d86-4636028ea4ab___Matt.S_CG 1271.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/b5030d96-d7f8-45b4-947e-e9c9d40f374a___Matt.S_CG 7689.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c06b8139-8834-4755-b335-d1041d082aae___JR_Sept.L.S 2536.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c0d1a292-8b42-47b2-967e-0026af3988be___Matt.S_CG 1015.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c2f1a5c9-63f5-4e18-8b33-891145c7a2be___Matt.S_CG 7539.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c300021d-846e-4736-8855-53f17af1ad36___Keller.St_CG 1930.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c3065a72-22dc-408e-9505-a4e3638faeaf___JR_Sept.L.S 8548.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c311dca2-18ca-4304-b356-a2764d8322d2___Matt.S_CG 7801.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c3233f4f-a6f5-4bfb-a6bf-bd5e5d045f7a___JR_Sept.L.S 2728.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c3e87759-e952-417b-9377-4d723cbe96d2___JR_Sept.L.S 2604.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c57b7d7a-c5dd-4866-9a7f-3ad5e356e992___Matt.S_CG 6593.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c5806b61-685f-43a2-a5af-c8c9f086e7ea___Matt.S_CG 1244.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c5dda767-1685-414e-bcfe-4f0f09328c0b___JR_Sept.L.S 2521.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c7f91b1e-7ce9-41ec-9f51-2306168bf43e___JR_Sept.L.S 2598.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c8055b76-f328-4519-b530-b34a695b9261___Keller.St_CG 1901.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c8bccda1-45c8-4c33-b293-6c4e538bbc74___JR_Sept.L.S 8361.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c902f89f-a54d-44fa-8fd4-81fb9f536313___Keller.St_CG 1834.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c94d284d-8bc7-42ac-a1d0-392f622d5d59___JR_Sept.L.S 8499.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/c9cc01b8-20f0-4556-9c62-21d2eead2ed1___JR_Sept.L.S 8423.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/caa74798-7dab-43f3-8ed0-f53d79cb31db___JR_Sept.L.S 8397.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cba8fd06-5896-4944-a6d5-77300f74f11d___Keller.St_CG 1948.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cbc521e4-3e95-4c0d-a806-56519afd72df___JR_Sept.L.S 8561.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cbf33493-c9d7-486c-90c7-0e1117aec294___Matt.S_CG 7472.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cc2c7bfd-1c41-470d-91e6-e899126483e7___Matt.S_CG 7387.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cd2cd0c6-bf72-4bfb-9647-58f5358638d4___Matt.S_CG 6020.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cd6c24ea-037a-4d83-b2c8-24616da8ff46___Keller.St_CG 1883.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cde3269d-4c8f-4ea8-9b3c-e5b1d4529022___Matt.S_CG 2522.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cdf6e7c1-419f-4bfe-aaaa-9e2872ee8fa3___JR_Sept.L.S 2642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cdf7e54e-1bc9-4107-a49c-77be805c52be___Matt.S_CG 7730.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cedcac38-84d8-4fe2-88cd-ad0656f55a93___Matt.S_CG 7599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cf72fe62-8411-4b4e-b4df-98c6683c00ca___Keller.St_CG 1816.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/cfeccc25-2247-486f-aad0-f0cbec4d3fc7___Matt.S_CG 6655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/d3f39442-7338-4ed8-b495-4acaae90049e___Keller.St_CG 1853.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/d5244d08-ddff-4848-8685-2d06caf4cbfa___Matt.S_CG 0748.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/d5380a5d-03bb-46d1-ae25-b245f3eec822___Matt.S_CG 7626.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/d5aea5fd-511a-4b5a-92d5-b4063c2c9615___Matt.S_CG 0669.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/d5daea6b-a0cf-4a40-9cef-3cb43c63f6a9___Matt.S_CG 7776.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/de026b6e-618a-4d24-8e9a-511144aa94d9___Matt.S_CG 0915.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/dea10aaf-fc64-4dad-b553-568a8581a30d___Matt.S_CG 0688.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/e01fb0f4-3cd3-4b02-8672-56cac700eeae___JR_Sept.L.S 8391.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/e26e353d-f3fa-4e2a-912e-8caabba7f900___Matt.S_CG 0744.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/e59c82e1-d055-4876-87dd-1a2f7d1cfa11___Matt.S_CG 7804.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/ee3b2acc-37ce-4dd0-8ce3-ec270404050b___JR_Sept.L.S 8413.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/eead46ba-77cc-4a29-8497-9b3b5a40d468___Matt.S_CG 6090.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/eefa43ba-728d-42e7-96c3-a032c9542f94___Matt.S_CG 7508.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/ef2589f7-5993-4457-a981-9bd6fc0d8499___Matt.S_CG 2638.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/ef3dc681-0b48-4453-aa1f-1f898b86df8c___Keller.St_CG 1958.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f4f6549b-928e-4979-b557-5e518cd297fa___Keller.St_CG 1866.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f533a72b-0110-4520-9a41-cb6ea1419f5e___Keller.St_CG 1881.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f56fd18d-3880-4e20-81e2-ac0f91804226___Keller.St_CG 1929.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f66f9dfc-e357-4ecc-9871-03d93fd018e2___JR_Sept.L.S 8357.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f6fc8ed7-225e-41a9-8d22-af61401a60b9___Matt.S_CG 6506.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f70d5b07-2df5-4dc7-a0b0-689b822c9b65___Keller.St_CG 1990.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f7c80186-a4f8-4c18-af38-106b81f23bbd___Matt.S_CG 7658.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f83c5c25-a744-4f98-b2b3-1c1138759929___Matt.S_CG 0808.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f8e19e45-a84d-4292-8849-8849518a2d4f___JR_Sept.L.S 8517.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f93d5fb9-3505-456e-a494-531738e66e6d___JR_Sept.L.S 8473.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f97d12f1-f757-4b67-b19c-15c303c215c0___Keller.St_CG 1923.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f99f3ec6-6c53-44bc-8a0b-70ff449c4fb5___JR_Sept.L.S 8549.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/f9fca14e-8b3c-4f85-aaa9-e8e0e8c49aa9___Matt.S_CG 7684.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fae75392-41a3-4363-b073-32f20bc1cc68___Keller.St_CG 1999.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fb6bea39-f361-457c-b73e-fe3b2dbe6259___Matt.S_CG 2786.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fb7b3818-043c-499d-895c-6e12f1de732f___JR_Sept.L.S 8526.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fbae6253-c516-4e47-bb84-9ab675ed5d0e___Matt.S_CG 1419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fbd92c9a-47de-431a-b3cb-fb25193b1e09___Keller.St_CG 2045.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fc7a8fc7-28d5-4fd5-90d4-8a726063fe46___Matt.S_CG 7565.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fcbdd052-d481-4db7-ad82-f98bdfc7cc1c___Matt.S_CG 7462.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fcda5137-4f0a-4734-89a5-13d5bd119942___Matt.S_CG 7550.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fd774721-5f04-4293-b462-8301952d140a___Matt.S_CG 6372.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fdd1fcf3-2b4f-44ce-b2f1-7aa4fdba6a63___JR_Sept.L.S 2640.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Septoria_leaf_spot/fdf8c942-a8a1-49f1-ad3d-e4b492a7a145___Matt.S_CG 1590.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/002835d1-c18e-4471-aa6e-8d8c29585e9b___Com.G_SpM_FL 8584.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/00bc7858-1dca-4bfb-a828-225f03bd72a5___Com.G_SpM_FL 9455.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/00fa99e8-2605-4d72-be69-98277587d84b___Com.G_SpM_FL 1453_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/01854aac-d409-4136-b885-3df6943cc349___Com.G_SpM_FL 1374.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/02c791ab-ffc3-40d4-9b42-db946eee2413___Com.G_SpM_FL 1640_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/03e18a00-ffbd-4863-a0c5-7c597c09b025___Com.G_SpM_FL 8798_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/03fa54ef-d6cc-40f3-8ae2-469d1ab5b541___Com.G_SpM_FL 9653.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/03fa54ef-d6cc-40f3-8ae2-469d1ab5b541___Com.G_SpM_FL 9653_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/057ecdbe-a9f1-47ff-8c5e-17ae92ff5670___Com.G_SpM_FL 8427.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/05a76480-4ffe-476f-a101-fdadd8b3fbcf___Com.G_SpM_FL 9329_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/05be6ebc-1641-4707-91da-9b5650b9641a___Com.G_SpM_FL 8857.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/05be6ebc-1641-4707-91da-9b5650b9641a___Com.G_SpM_FL 8857_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/05d67c02-8fb8-40dd-bbbe-efdc9837dced___Com.G_SpM_FL 1598_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/062c5345-1a64-4dba-8c58-0d72902742c1___Com.G_SpM_FL 8874.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/07a04ca5-a3f3-43c7-b035-95eccd5ca39e___Com.G_SpM_FL 1401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0889ce0b-097f-4824-a46e-7ed9a01a4862___Com.G_SpM_FL 1435.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0956a6ef-18ce-4a82-a9a1-ca41d07ae13f___Com.G_SpM_FL 9371.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0a246e71-0551-4603-a017-d1dfc4ea06be___Com.G_SpM_FL 1178_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0a246e71-0551-4603-a017-d1dfc4ea06be___Com.G_SpM_FL 1178_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0a714292-45d6-483a-bbd0-2eab8fe72888___Com.G_SpM_FL 1496_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0a7714a4-530b-49e0-821f-be8d33c588ac___Com.G_SpM_FL 1775_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0ade19e4-c48b-4e58-bddf-153d44d48c3e___Com.G_SpM_FL 9449.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0ade19e4-c48b-4e58-bddf-153d44d48c3e___Com.G_SpM_FL 9449_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0b5cda10-da2f-4647-b159-69647b42212f___Com.G_SpM_FL 1784_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0bb186a0-f27a-41b1-b0d2-5cf82eb87251___Com.G_SpM_FL 9018_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0bc5e91c-637e-4a44-a44d-3ee6c941bb96___Com.G_SpM_FL 1592_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0c142adf-5d26-4593-a7b3-d16a07f1df33___Com.G_SpM_FL 8768.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0c2e84df-4d41-46f6-9cf9-05aea349ce18___Com.G_SpM_FL 1142_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0cee18fc-bbbd-40dd-8d73-93df072c09ea___Com.G_SpM_FL 8904.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0cee18fc-bbbd-40dd-8d73-93df072c09ea___Com.G_SpM_FL 8904_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0d5846df-f761-4d38-b10f-7bdb42b989b7___Com.G_SpM_FL 1484_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0d831ad9-bc2a-4168-bbf2-6030f3f886f2___Com.G_SpM_FL 9419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0d835caf-0069-4fa5-a022-c8cc7763189c___Com.G_SpM_FL 8917_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0d956449-8243-4229-b293-124461cc4940___Com.G_SpM_FL 9325.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0e0d9560-41ee-45cf-8bea-8cddfdc04979___Com.G_SpM_FL 1159_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0eead1ad-106f-4bb7-8e9e-4ed03cdeb7ab___Com.G_SpM_FL 1319.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0eee4e0a-7952-4973-96c9-2c441f864752___Com.G_SpM_FL 8802_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0f514b75-2c74-4075-b9c7-5d469ab292ba___Com.G_SpM_FL 1205.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0f6a5f32-3d95-4ef1-bc01-ba36f2efb2b4___Com.G_SpM_FL 1661_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/0f94b000-c54f-45c1-b976-22cb57dda0c4___Com.G_SpM_FL 9640.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1075cc73-3ea9-47c1-a92d-98cda4b222b7___Com.G_SpM_FL 9467.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/116999e1-33f4-41bc-a3a3-fbb3332bf143___Com.G_SpM_FL 1603.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/11c54a04-20e8-439c-b520-2d5a3c18d12b___Com.G_SpM_FL 8875.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/12d44209-1468-475a-abc1-26aed11f2ab5___Com.G_SpM_FL 8759.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/13a2ffdb-0bf0-40e2-96f0-d8ce463a73d8___Com.G_SpM_FL 9300.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/13d29393-08c1-4e17-ba66-b31e4f9c970e___Com.G_SpM_FL 1211.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/13d71bfc-b33a-42ca-962b-3de4bc7faf9c___Com.G_SpM_FL 1346.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/14ad9c80-2dcc-4ed3-85d8-84e5621af8ae___Com.G_SpM_FL 1276.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1513f896-fb53-4f0f-9b11-a31a01196221___Com.G_SpM_FL 8995.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/15b12baa-1e1f-4105-9c7a-6efd0bf0aa56___Com.G_SpM_FL 1701.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1747e771-a2c7-43e0-a158-02a78ec13d74___Com.G_SpM_FL 9625.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/174b7a43-238b-4f06-84b0-d00b35857bb3___Com.G_SpM_FL 9267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1948cb2f-39fc-44f4-ab8c-00aa77fbe07f___Com.G_SpM_FL 8674.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/19f1a490-694f-45f1-a606-00c800a4d10b___Com.G_SpM_FL 1492.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1b50c39d-8e8c-4d76-be2d-9d2c43cf09a6___Com.G_SpM_FL 8793_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1b51a575-adbd-406b-8371-754b6009e7fb___Com.G_SpM_FL 1769.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1b51a575-adbd-406b-8371-754b6009e7fb___Com.G_SpM_FL 1769_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1ba7b39c-c687-42da-b283-edf7a03b17b7___Com.G_SpM_FL 9484_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1c4ea24a-8e30-4fde-8ff3-32c9bbe4b432___Com.G_SpM_FL 1448_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1d1c9133-33c7-476d-a358-8699d5de8e1d___Com.G_SpM_FL 8915_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1d34e045-0cee-4bea-bd14-3a60de7c255e___Com.G_SpM_FL 1312_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1d7350c2-9ca5-42c8-89bd-6c6f94dd6459___Com.G_SpM_FL 8803.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1da21007-3d29-487f-b839-e835993f20d2___Com.G_SpM_FL 1389_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1dac8b31-ebbc-4ff5-965c-19f58c368e9e___Com.G_SpM_FL 8843_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1dba797c-45b1-4509-8326-753cf2cf7ebe___Com.G_SpM_FL 8515_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1dde88ff-2897-4181-834f-e3629e3cd12c___Com.G_SpM_FL 9560.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1dde88ff-2897-4181-834f-e3629e3cd12c___Com.G_SpM_FL 9560_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1e06dafa-f977-4354-992e-3271f34a2344___Com.G_SpM_FL 9601_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1e0e0b1b-bc70-486b-9d85-f6e3ca348516___Com.G_SpM_FL 1285_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1e2f0007-3bba-4d4c-b533-879a2be8ac04___Com.G_SpM_FL 9603.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1e802d57-3ff5-4527-8c9a-b1b764d6ccc9___Com.G_SpM_FL 1522.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1e802d57-3ff5-4527-8c9a-b1b764d6ccc9___Com.G_SpM_FL 1522_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1f3c081d-ddf4-48f7-884b-08b3a5b3ae0a___Com.G_SpM_FL 1307_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1f79e619-5551-4d1e-b5f9-9f097781a967___Com.G_SpM_FL 8451_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/1ff30221-d082-4dd3-ab7b-0028ecf897db___Com.G_SpM_FL 9608_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/200410b0-390d-406f-aa66-5573ec4d8e04___Com.G_SpM_FL 1214.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2035804b-547e-473b-a510-7773a7ff2c58___Com.G_SpM_FL 9359.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2150b3d6-e3fe-4a45-8355-107954d843c8___Com.G_SpM_FL 8578.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/221cfaea-f871-4675-91fd-fab2cf534d69___Com.G_SpM_FL 9655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/221d4e4f-36f9-4dd8-8204-b2551aa1d96a___Com.G_SpM_FL 8994.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/246bf675-01a0-4da1-90ab-a1b44d3768dd___Com.G_SpM_FL 8635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/25025d43-973f-4f07-8a3f-0457749ea4e6___Com.G_SpM_FL 9642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/25245f74-df2c-442d-8146-bdf161cc18f2___Com.G_SpM_FL 1419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/26c1a596-cb42-49b1-b4f5-ab0c6a8ee82c___Com.G_SpM_FL 8969.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/273ebba7-4f24-41a2-a825-a997dd6cea5f___Com.G_SpM_FL 1521.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/27b8928e-4fd2-4e84-bdb9-670a431477e0___Com.G_SpM_FL 8707.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/29be21be-a2ed-4ffd-b76a-7c078a9fc017___Com.G_SpM_FL 1446.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/29c03d6f-93d8-4dbe-b2f3-456970337a46___Com.G_SpM_FL 1485.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2a686a22-3384-43b6-a0e1-4b176ebde206___Com.G_SpM_FL 9635.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2a6aa96a-1916-4d47-932a-9eda7ca46c91___Com.G_SpM_FL 8497.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2a6aa96a-1916-4d47-932a-9eda7ca46c91___Com.G_SpM_FL 8497_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2a70c9e6-2c2f-4355-94fb-02afc8141be5___Com.G_SpM_FL 8877_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2ac9a09c-b68a-4dba-a5c9-ae740fc9b8d4___Com.G_SpM_FL 9651.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2af7c6b3-d37c-4f2f-9129-ea679437740c___Com.G_SpM_FL 8545_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2af7c6b3-d37c-4f2f-9129-ea679437740c___Com.G_SpM_FL 8545_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2bc44ebe-0c50-4e13-b174-c7af34098ed9___Com.G_SpM_FL 9399.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2bc44ebe-0c50-4e13-b174-c7af34098ed9___Com.G_SpM_FL 9399_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2c0e3e42-3856-46e3-b12f-57719eeb5ef4___Com.G_SpM_FL 9598_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2c3edf31-5e58-4122-a909-be004063db57___Com.G_SpM_FL 8839.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2cd8d4c9-6eb7-4ed2-808f-df3ae1aedf7a___Com.G_SpM_FL 9621_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2cf7009e-f40f-4903-9571-84784d637e7a___Com.G_SpM_FL 1328_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2e1daff5-2bc2-4c45-8563-7c6a7a929ddf___Com.G_SpM_FL 9261_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2e41a813-b5a7-4501-bec2-e0f2db310a2c___Com.G_SpM_FL 9570_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2e41d72c-c68b-44f1-8380-ece84ab98bfd___Com.G_SpM_FL 1727_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2eacde8c-c10b-4768-b5f8-9405673cd19b___Com.G_SpM_FL 1188_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2f286777-f4b0-4b89-9d29-8942267199dd___Com.G_SpM_FL 1515_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2f44f20c-6c77-439b-9528-f5ab5242dd4d___Com.G_SpM_FL 1483.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2fb77f60-ae5b-40c4-b6fb-3c90ac55ccd4___Com.G_SpM_FL 9367.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/2fd0efb7-d0fd-4c57-ba78-8e6a3fc5e149___Com.G_SpM_FL 8926_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3181e984-bdb0-403d-9f58-a259535cb4d4___Com.G_SpM_FL 1405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/329e5281-32c7-486b-86bc-1333ace123d0___Com.G_SpM_FL 1327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/32cf04f5-dd0f-4c8b-9b92-f7b9b44b347e___Com.G_SpM_FL 8738.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/33e011de-c050-4433-a251-aedbbf3886a1___Com.G_SpM_FL 8932.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3471da6b-4a47-4dfb-bf6e-8e9bf462ff5b___Com.G_SpM_FL 1638.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3531f15b-53f7-4e0f-b80e-64a7b0e26fc9___Com.G_SpM_FL 8462.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/35a278b4-e474-4a62-99d5-80bb10639193___Com.G_SpM_FL 1368.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/35cff873-5b93-4de6-9790-783f42cd6b5d___Com.G_SpM_FL 8779.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/36bc7e45-53e7-4f51-8135-731b80eaf80b___Com.G_SpM_FL 8918.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3a2b3d76-060b-41c2-b6e5-44149f209b73___Com.G_SpM_FL 1321.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3a54bf13-626b-4d55-b445-127cc82a52a6___Com.G_SpM_FL 1243.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3a54bf13-626b-4d55-b445-127cc82a52a6___Com.G_SpM_FL 1243_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3ad81dac-39c6-422a-95f9-1a7834d474ec___Com.G_SpM_FL 8913.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3ad81dac-39c6-422a-95f9-1a7834d474ec___Com.G_SpM_FL 8913_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b12d772-00c3-4cf9-9e2f-25f6aa027790___Com.G_SpM_FL 1244.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b12d772-00c3-4cf9-9e2f-25f6aa027790___Com.G_SpM_FL 1244_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b26b807-0511-477d-92ff-5e84d0c4059a___Com.G_SpM_FL 8724_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b5769b2-b497-47de-9992-bc328452b1ee___Com.G_SpM_FL 8824.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b62abc2-b01e-4a47-bc67-fd677a3840fe___Com.G_SpM_FL 8787.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3b90769e-82f9-4b5f-93dd-6c2666f3c952___Com.G_SpM_FL 8924_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3ba4c514-567a-4e4b-9d22-9cf2a957e906___Com.G_SpM_FL 1198_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3bc0207a-406f-49e9-bf64-7082897ef2a4___Com.G_SpM_FL 1583.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3bf7ca2f-8ba9-4ec1-82a4-8e8b45bc7449___Com.G_SpM_FL 9564_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3c4379ee-ffcf-4387-bcc6-3e1bbb98c11e___Com.G_SpM_FL 9596_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3ca50b98-7e7c-4164-b53f-abf3c28b513f___Com.G_SpM_FL 1740.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3cf4bee8-cd23-461c-b1c4-1d857b37ad76___Com.G_SpM_FL 1223_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3d56ef50-1028-4b69-b04c-e1800cc740aa___Com.G_SpM_FL 1440.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3d56ef50-1028-4b69-b04c-e1800cc740aa___Com.G_SpM_FL 1440_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3d56ef50-1028-4b69-b04c-e1800cc740aa___Com.G_SpM_FL 1440_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3d7b00e9-5e2b-4fa7-ae44-373b6f09dfe7___Com.G_SpM_FL 1393_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3eb2dbc2-ea12-40b3-9d38-11d5bfa97af1___Com.G_SpM_FL 9316.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3eb2dbc2-ea12-40b3-9d38-11d5bfa97af1___Com.G_SpM_FL 9316_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3f76904f-64db-46e5-98e0-6b08d528b459___Com.G_SpM_FL 9370_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3fe4c6c1-6c3b-45ec-83e7-24eb41e6a20c___Com.G_SpM_FL 8519.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/3ff572ac-0f2f-494a-9c64-99ae63d318ef___Com.G_SpM_FL 1242_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4007ccf0-3110-42bb-af17-3bcb34a30575___Com.G_SpM_FL 1320.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/418da11b-7ab4-404a-8179-555235e3f283___Com.G_SpM_FL 1514.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/44dce7b4-5da6-4f1f-8e5d-9e3e5df7b1af___Com.G_SpM_FL 1687.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4507779d-5b5d-4c5d-83d4-8eea46679249___Com.G_SpM_FL 9324.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/459c4521-e2ec-43e8-a5ce-da263ed4f8ea___Com.G_SpM_FL 9005.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/466043c2-30e9-4ac4-a8c7-89b56a43fbbb___Com.G_SpM_FL 1275.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4795bf1b-66bd-43ce-9a81-a8b391cf157a___Com.G_SpM_FL 1421.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/487fcd80-d74a-4e29-8959-7c02de6c5846___Com.G_SpM_FL 1240.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/49d75a64-a635-4ad0-bb8d-09678e63fd02___Com.G_SpM_FL 1736.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4a1fef3f-35be-48ca-9e6c-78d5578c727a___Com.G_SpM_FL 1316.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4a6a93a5-d51c-4769-8669-12ec54d87ce6___Com.G_SpM_FL 9441.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4a6a93a5-d51c-4769-8669-12ec54d87ce6___Com.G_SpM_FL 9441_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4ab2b9cc-67cd-417c-934c-5e76a4f9fa49___Com.G_SpM_FL 8845_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4aba5f7f-3081-4dbe-9009-f70d962622fa___Com.G_SpM_FL 1619.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4aba5f7f-3081-4dbe-9009-f70d962622fa___Com.G_SpM_FL 1619_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4ad85b66-43f0-476f-aee4-a320e793a42f___Com.G_SpM_FL 8645_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4b1d558e-7ffb-409b-bf8e-9b665519e896___Com.G_SpM_FL 8746.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4b945a1f-7fed-4ca6-8a8c-5a08f4235fe7___Com.G_SpM_FL 9428_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4bac1537-cc33-460d-901c-70eb70db38a0___Com.G_SpM_FL 9021_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4bbb48dc-64cb-4777-be6b-2bae6c9c1444___Com.G_SpM_FL 1145_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4bbb48dc-64cb-4777-be6b-2bae6c9c1444___Com.G_SpM_FL 1145_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4cab6361-aae6-4bc4-bd5b-d206d4e7e942___Com.G_SpM_FL 1579_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4ceaac12-5d26-494a-be0a-6f7e747a02c2___Com.G_SpM_FL 8963_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4cf2d9a3-ae18-426a-a455-526aed2167a0___Com.G_SpM_FL 1260_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4d142800-be82-4dfb-a550-6fa08fb19984___Com.G_SpM_FL 1306_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4d8c0ff0-fc0e-4c17-8047-55843cdf22bf___Com.G_SpM_FL 1410.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4d8c0ff0-fc0e-4c17-8047-55843cdf22bf___Com.G_SpM_FL 1410_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4d9645fa-c250-4224-b730-21710bf11596___Com.G_SpM_FL 8755.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4daec425-746f-4816-8bd2-dec04d3292ad___Com.G_SpM_FL 9438_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4e6c3abe-6ba6-41d2-b748-a349e40a79aa___Com.G_SpM_FL 8885.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4e6c3abe-6ba6-41d2-b748-a349e40a79aa___Com.G_SpM_FL 8885_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4ec05191-b512-43a4-91bb-1b4a28d12207___Com.G_SpM_FL 9434_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4ec05191-b512-43a4-91bb-1b4a28d12207___Com.G_SpM_FL 9434_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4f267ed7-b6f7-48f0-9741-8660f78c4507___Com.G_SpM_FL 9421_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4f355304-d619-4594-8370-a0863049bf4d___Com.G_SpM_FL 8981.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4f67760e-24e8-4a5d-8162-93e0ce8d93f7___Com.G_SpM_FL 1146.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4fb1b62d-f244-4198-8643-27a14678180c___Com.G_SpM_FL 8642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/4fb875a3-1dd9-4694-92b9-92cd77af7ed9___Com.G_SpM_FL 9318_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/52082f00-79c2-4043-8af8-7cd8e10e7625___Com.G_SpM_FL 9615.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/529646d8-5a02-4db8-b693-dd8232dd189f___Com.G_SpM_FL 8592.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5325808a-1f2d-4824-9175-3d47e5104810___Com.G_SpM_FL 1539.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/532a5b7f-47f0-4f22-a0fa-5a4a873884d9___Com.G_SpM_FL 8818.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/548ac4de-ccf8-45b0-bd2e-84d4456427dd___Com.G_SpM_FL 8553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/54990f90-575c-4cfc-936d-6c898aeabc03___Com.G_SpM_FL 8948.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5597ebf9-13fb-4851-baad-403c7c86e61e___Com.G_SpM_FL 1595.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/55a69cc9-7404-469c-a367-bd54f182c2a5___Com.G_SpM_FL 9409.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5618d5c6-1428-4c65-a1de-5dc814f6626d___Com.G_SpM_FL 9026.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/57649e25-07c1-4435-9084-6da48a1cc72f___Com.G_SpM_FL 1734.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/57947620-7dfb-4197-8e9a-c78b56e43ba4___Com.G_SpM_FL 9527.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5a5bbff6-4eae-4bda-ad08-f781109979cb___Com.G_SpM_FL 1175.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5a79ccbc-ed73-4870-8a2d-6e305c78f76b___Com.G_SpM_FL 8530_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5b432300-9fe3-428a-8a4f-ae38a283f953___Com.G_SpM_FL 8792_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5b7d7af1-b710-4d56-ac06-e4c413321f9c___Com.G_SpM_FL 1557_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5b92430f-86a7-4845-b0eb-eb4df61797e8___Com.G_SpM_FL 8890_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5ba81aa5-31af-4494-8805-ab9d38716626___Com.G_SpM_FL 1309.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5bad9c7d-db56-488a-9f62-6fe285b511a3___Com.G_SpM_FL 1439_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5baec3fa-4a77-4bee-96b3-330696b48f8a___Com.G_SpM_FL 8658.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5d218af0-e5cf-43b7-acce-de9f86baa690___Com.G_SpM_FL 9272_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5d41d1f6-6e1c-401c-9ac3-d81683ea1191___Com.G_SpM_FL 9030_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5d41d1f6-6e1c-401c-9ac3-d81683ea1191___Com.G_SpM_FL 9030_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5da96ce7-7da5-4709-b88d-d560e70e0085___Com.G_SpM_FL 8532_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5dead4dc-bc58-4470-9d86-3d5cb6be14b7___Com.G_SpM_FL 1471_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5dead4dc-bc58-4470-9d86-3d5cb6be14b7___Com.G_SpM_FL 1471_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5dfe90b9-9c33-4d29-bc96-c08dd5cf5d05___Com.G_SpM_FL 1185_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5e01fe8b-38c3-4de6-beee-50266519f226___Com.G_SpM_FL 9376.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5e4d96fa-4eec-4d95-a3a2-6d6afbc5a004___Com.G_SpM_FL 9496.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/5fc25157-2201-4a95-a8dc-3ea633ac3509___Com.G_SpM_FL 8729.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6097d83a-d5e8-4588-af45-69acd79acd0d___Com.G_SpM_FL 8966.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/61a3ac73-33bd-4a80-9d0b-be731d945c8f___Com.G_SpM_FL 8472.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/61b545b4-309c-4eff-9fe7-e0979dbe3c40___Com.G_SpM_FL 1322.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6217205d-283e-4ee9-9b4a-15d4eed299c9___Com.G_SpM_FL 1737.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/628066de-63be-46b5-95fb-daf6096d4d6d___Com.G_SpM_FL 1566.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/629cdfbf-12bb-4f71-a0b5-3a6a7bdf634a___Com.G_SpM_FL 9488.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/639eff16-558f-469d-95c3-9c526fc4f62a___Com.G_SpM_FL 1429.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/64603741-48ad-46ad-96fd-33b1f1269a38___Com.G_SpM_FL 8823.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/646aa524-ba89-4228-bd91-16d693ff1283___Com.G_SpM_FL 8835.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/65b1f196-ba16-404c-b8fc-2b9bef99bd85___Com.G_SpM_FL 8447.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/68be2eef-b6dd-498d-afa6-ad8c369a4d3a___Com.G_SpM_FL 8851.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6ad11f4a-0932-412b-86bb-df6f9a7f3dae___Com.G_SpM_FL 9549.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6ae5f2cd-c609-4fe1-865f-2953dadd0953___Com.G_SpM_FL 1180.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6e543dfb-0c4e-46de-8c2d-f553491d085d___Com.G_SpM_FL 8597.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/6f12dc84-08a1-4e68-8265-1974061ba939___Com.G_SpM_FL 8430.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7049a2b8-79a8-4ec3-9d10-24c966ca9d9d___Com.G_SpM_FL 1600.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/70787448-85e1-4479-a11b-86c52893ff22___Com.G_SpM_FL 9368.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/70953427-6b99-4bce-9340-640c5316f52a___Com.G_SpM_FL 9589.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/713f5bab-4bd9-4be1-be80-95ad81937b6a___Com.G_SpM_FL 8819.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/71648f5c-c9ee-4757-be82-4f8dce7ca3df___Com.G_SpM_FL 1228.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/717bd952-0dc6-4e7c-96b1-d0c30f208c58___Com.G_SpM_FL 9568.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/72deb702-3883-4023-8d27-936917947afb___Com.G_SpM_FL 8440.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/73376b86-f114-44cb-9e4a-c08ad133208c___Com.G_SpM_FL 9386.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/737e3c49-a2d9-46f4-8c40-bcc5bc7343d2___Com.G_SpM_FL 1767.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/74888991-5de0-4851-affd-dd93d6fba9ce___Com.G_SpM_FL 1658.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/74f16a00-dacc-42ae-ba07-ed3a22ba1ecc___Com.G_SpM_FL 8625.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7513d5a2-ba48-4e0a-9d45-a6a37b645431___Com.G_SpM_FL 9387.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/75ff9553-3292-4a04-b856-2268da814f68___Com.G_SpM_FL 8548.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/77c058b8-2001-4416-8c49-0eb206ba4f57___Com.G_SpM_FL 1219.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/77d5f7bf-a888-43f2-8403-82a01a10bf12___Com.G_SpM_FL 9579.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/792c1530-f0d0-48c2-856d-6bb7003fbece___Com.G_SpM_FL 8475.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/79d0c780-0b2c-45c2-ba3d-dea493a936e6___Com.G_SpM_FL 1192.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7a47822b-4724-4ecc-94ef-61d05836bef7___Com.G_SpM_FL 8620.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7a8889b9-f108-4401-8c13-476f9a952161___Com.G_SpM_FL 9517.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7ab3ac9c-629e-4ca0-af0e-07e84c4a8d13___Com.G_SpM_FL 9623.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7b9df257-971c-4c49-953c-1fe7760f8be9___Com.G_SpM_FL 8603.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7bab59ec-2afa-4490-ba52-876dec478289___Com.G_SpM_FL 8618.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7c425456-e0e6-4594-a8ef-a195c4d5b088___Com.G_SpM_FL 9463.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7c7755cb-8fad-44b0-a525-373c5840f1c3___Com.G_SpM_FL 1486.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7cbad09d-030d-49c2-9262-0dc859f72790___Com.G_SpM_FL 8504.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7ceeca31-a339-4961-a7a3-5562bfc2ad5b___Com.G_SpM_FL 1355.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7ea9c751-a6a5-4f57-b98f-856724ca2f19___Com.G_SpM_FL 1537.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7ee332d2-c589-4d11-8602-e96a622bc4d1___Com.G_SpM_FL 1702.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7ee4836e-8c31-4c01-bd17-382df20083dc___Com.G_SpM_FL 9493.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7fa60228-7a59-48fc-aee4-035fb71c403c___Com.G_SpM_FL 9458.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/7fc57b6c-2b51-481d-aaf2-97a935f8765d___Com.G_SpM_FL 1526.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/80288a30-b830-4bb8-8477-4491a125368d___Com.G_SpM_FL 1475.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8267018a-a4fa-420b-9cdb-6f44b150459f___Com.G_SpM_FL 8832.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/82be04b8-6e17-4388-a60c-9d074a798174___Com.G_SpM_FL 8649.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/83066a1d-3c45-452b-af6e-55d6782c152d___Com.G_SpM_FL 9398.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/83a27731-ec0a-4741-873a-a71aea0809bb___Com.G_SpM_FL 8523.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/83bc9c0d-4031-41ab-a636-45fcb01b1983___Com.G_SpM_FL 9380.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/83d3d054-0ca6-41bd-9b65-ae5d27f9605d___Com.G_SpM_FL 1384.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/84399e4f-1c78-4e26-8e7b-961ee21fa3c2___Com.G_SpM_FL 1586.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/84576436-8772-4a27-8575-47a0e45adb81___Com.G_SpM_FL 1229.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/84838a39-2c68-42ed-a423-04e4398460b6___Com.G_SpM_FL 1781.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8491faa9-0ef0-4ece-a3f7-7617ad9c024c___Com.G_SpM_FL 8977.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/88b7e7b3-a94a-449c-8a7b-ed96ec541690___Com.G_SpM_FL 8437.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/89188288-ad6b-4327-b712-3c3dbe08e5eb___Com.G_SpM_FL 8495.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8a3d2ca0-3ee0-4506-9d69-e3f9b267d540___Com.G_SpM_FL 1662.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8b4b9281-cf1e-407e-acf7-5ead938e57d1___Com.G_SpM_FL 9597.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8c3ccc36-216d-4249-af4f-a6d41f9991d5___Com.G_SpM_FL 9022.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8cfb09a9-81f5-4d7f-b5d2-459ae2cead76___Com.G_SpM_FL 8536.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8d99fef6-aef1-4e74-84c4-eb713aaef8af___Com.G_SpM_FL 8726.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8e2bcfaf-0564-4d2b-966d-b69dc9492ed9___Com.G_SpM_FL 9436.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8e9d2760-5d55-4ec6-9a38-43327038d2b2___Com.G_SpM_FL 8647.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8f2eedcb-2e42-4d92-8492-a45c1fb06991___Com.G_SpM_FL 8525.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/8f95a0cc-1a3c-477d-8872-8638f1df5361___Com.G_SpM_FL 8833.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/900034b9-3cd5-4456-b75b-39e645e25a43___Com.G_SpM_FL 8751.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/913333d7-2858-4bb0-b3c1-65b33667e0db___Com.G_SpM_FL 1432.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/91d12160-d389-43de-a3f5-d885d049b81a___Com.G_SpM_FL 9332.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9210af52-11b5-4c66-9772-876c52c2d3cc___Com.G_SpM_FL 1614.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/92d70b79-4175-4994-b706-e4ba8805f8d6___Com.G_SpM_FL 8434.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/92ea86a5-eefd-480b-a00a-b4b791659e6f___Com.G_SpM_FL 9341.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/932960b9-d5f1-4636-87dd-86620488c2b4___Com.G_SpM_FL 9587.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/937cddd0-a34d-4b1d-8702-e96989c1bcf2___Com.G_SpM_FL 1186.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/93c5643b-517d-46d1-ade3-e321b8206b88___Com.G_SpM_FL 9343.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/94c272c0-153b-4aad-8f26-556248869c78___Com.G_SpM_FL 8585.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/95379b0d-f7b4-4f9c-8eb4-860556e2eabb___Com.G_SpM_FL 1621.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/955a0b0a-915d-4f6b-b433-c365c8a4b9f6___Com.G_SpM_FL 9600.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/97b67701-3294-4612-8443-47c8f521ad55___Com.G_SpM_FL 8815.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9833cceb-2727-4d3e-a605-6f18cd87211e___Com.G_SpM_FL 8985.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9ab54b59-cf04-4f64-aab7-57b64de6ac44___Com.G_SpM_FL 1225.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9b6eb8d6-6649-4a39-8c45-41e63bf649ed___Com.G_SpM_FL 9572.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9b787da2-922e-4a68-b488-434c967b2fe9___Com.G_SpM_FL 8968.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9c82d063-388e-4747-bdd5-c369b1b80972___Com.G_SpM_FL 9648.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9d742c04-bb79-470d-b924-2dce2506d055___Com.G_SpM_FL 1546.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9e32ffed-d994-44ac-bc0b-5e934842d1da___Com.G_SpM_FL 9576.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9e4b3cc6-afd7-49a2-9609-ec1bbd92b92d___Com.G_SpM_FL 1683.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/9ece45c2-51c5-422d-848d-faad730c7369___Com.G_SpM_FL 8684.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a0120655-58c5-4e0d-820a-9ebc3ba45717___Com.G_SpM_FL 8925.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a0229f31-ff4c-43fb-92f0-932716d1756b___Com.G_SpM_FL 9599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a0501b8f-a2b6-424e-8208-72b779eb5654___Com.G_SpM_FL 8941.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a220e9d0-2c68-4692-8955-dc931924fa17___Com.G_SpM_FL 8452.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a36909f2-39bf-4ec8-b7bd-920cd3167042___Com.G_SpM_FL 9373.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a3e550eb-e6e8-4ec5-a2c3-9e7f34fb6292___Com.G_SpM_FL 8540.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a515cf30-960a-46ec-b19a-9d66894029d6___Com.G_SpM_FL 9519.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a5c94846-a321-407d-b2d9-b29d18e24911___Com.G_SpM_FL 1555.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a67b81b4-ba9a-48eb-99cd-be36350a787e___Com.G_SpM_FL 8906.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a6ab82be-a59d-4288-aec5-194d8d796a31___Com.G_SpM_FL 9322.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a72e3d6b-3c1b-4e2f-83b3-26eef0e1c3f3___Com.G_SpM_FL 1311.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a74561dc-37d9-407f-bb58-596344859fa3___Com.G_SpM_FL 8517.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a865eaa1-aeb5-4e74-9e8d-274d7295b070___Com.G_SpM_FL 1494.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/a9614208-7dc8-46c3-98de-d0af5dcf3117___Com.G_SpM_FL 8910.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/abda41fb-2ee5-4865-a198-e6c088b51178___Com.G_SpM_FL 9482.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/abfc3926-5ff5-46c0-a131-0853b4e686b3___Com.G_SpM_FL 1162.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ac0382a1-02b3-4ac9-a15c-b530488fd92b___Com.G_SpM_FL 9330.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ac3cffb3-eb0b-4be4-9acd-c36d412b7faf___Com.G_SpM_FL 1338.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ac81a4df-1cde-4752-837d-ad979ab48bb0___Com.G_SpM_FL 8570.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ad4a99a4-3dc7-4401-85d6-d803b9fcc70a___Com.G_SpM_FL 1762.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/adbac054-fccb-4578-8139-b91bea38110b___Com.G_SpM_FL 8812.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ae60fb8a-1774-422b-a141-869d27d74e22___Com.G_SpM_FL 9378.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/afd11a59-5ed8-4f8d-8e6e-280f6a4deced___Com.G_SpM_FL 8989.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b1cb2b7a-afaf-4876-8fc0-25e9dce591a8___Com.G_SpM_FL 9264.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b1f317e9-70b9-4479-9004-27d0dd72d813___Com.G_SpM_FL 8865.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b329dfc5-3ec0-4d9b-a4d7-d78d50af9366___Com.G_SpM_FL 8712.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b42de0fa-b2b5-45f1-b1cf-e4cab918cf5d___Com.G_SpM_FL 9385.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b4734f01-4373-4566-ab26-535b4883d443___Com.G_SpM_FL 8816.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b53f6bc0-afaf-41f5-bee3-2b8ff9925c18___Com.G_SpM_FL 8467.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b6c84c96-c05b-426a-8b3e-f55338ece18e___Com.G_SpM_FL 1143.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b867a878-d563-40e1-a0f5-7037f4918842___Com.G_SpM_FL 1354.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b8f3fa26-1221-49a9-882c-635f9155d12a___Com.G_SpM_FL 8821.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/b9b00f29-ad37-4286-8229-504bc5921c44___Com.G_SpM_FL 1268.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ba228541-4441-4e15-9d4d-7cd4aababf12___Com.G_SpM_FL 8453.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/baf7d9c0-d6fc-4cda-a5a1-6697b1e4a38b___Com.G_SpM_FL 1696.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/bafa7923-1efe-4e44-94b0-9427b6726bc1___Com.G_SpM_FL 9525.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/bc67ad59-d7a0-4382-96dd-e05a19f7efb2___Com.G_SpM_FL 1552.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/bca81576-c729-4649-bfe0-1b37d8bd314f___Com.G_SpM_FL 8655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/bd686fc4-6f2b-4139-b1c9-ef58ad3542c8___Com.G_SpM_FL 8438.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/bdd3d14d-1153-4bc0-9ccd-9e484a75c6a5___Com.G_SpM_FL 1715.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/be731b6f-179f-436f-93eb-851f833575a9___Com.G_SpM_FL 1291.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c045a7cf-d267-4a35-ba73-4441c220072f___Com.G_SpM_FL 8762.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c0d069ac-9dd3-47b8-bb09-3d690374f775___Com.G_SpM_FL 1700.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c185d063-6518-4314-82e2-fa154e70c886___Com.G_SpM_FL 1347.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c1f3630e-3f47-449c-88fb-31fef64a3ee2___Com.G_SpM_FL 9344.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c217e737-77c7-4df5-baec-e451e47dc991___Com.G_SpM_FL 9580.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c2ad3c75-0f64-405a-832f-50f258c188ca___Com.G_SpM_FL 8581.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c2da4a64-db25-4881-85ef-9b6885e00fb2___Com.G_SpM_FL 9616.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c40d9ccd-549c-4d31-b920-c05d6107b27d___Com.G_SpM_FL 9557.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c5b6b543-1fe9-4607-94c2-3342dcc92043___Com.G_SpM_FL 1289.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c6226a88-30ef-4b8e-bc8a-f0859551b410___Com.G_SpM_FL 8436.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c7f31a82-edfb-4462-88d9-d284b51aef83___Com.G_SpM_FL 8979.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/c9f90de8-89ec-4a39-a117-30c89006a204___Com.G_SpM_FL 1281.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cb4b61d2-35ed-4543-ac39-c79f5c268034___Com.G_SpM_FL 9569.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cba3da7a-cc84-46bc-9df6-e249660653a4___Com.G_SpM_FL 1732.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cbe7150c-300c-4dd1-baae-8e4f1f51d242___Com.G_SpM_FL 8801.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cc736449-0d02-4b8b-b8c1-d6bbcd7b863f___Com.G_SpM_FL 8954.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cd129e3c-c287-47c0-8fb8-ff7eccc971ba___Com.G_SpM_FL 8878.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cd69a28b-61e1-476c-8a44-9c584cde6c2a___Com.G_SpM_FL 9481.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/cfc8ff1c-5abb-41ef-adf9-c7b1a20d5e67___Com.G_SpM_FL 8743.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d037aa6a-b990-4422-9af8-3f379bf06717___Com.G_SpM_FL 8518.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d1d2eb37-6849-4a57-a138-3e9ad92d4aa1___Com.G_SpM_FL 8938.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d2184d36-c149-4bab-bc07-66c9afce4567___Com.G_SpM_FL 9507.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d2414051-ad35-4413-8305-9285c5acdc79___Com.G_SpM_FL 9524.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d2785da0-30ff-49d1-bf7d-9a2f07412b64___Com.G_SpM_FL 1149.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d4e977cb-3fb3-4c10-bdf7-5fd5dd76fcfa___Com.G_SpM_FL 9592.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d50b9da6-eb7a-4552-aea7-d74b6da2e071___Com.G_SpM_FL 8607.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d55db937-a4ad-4a47-b15e-831437e51a17___Com.G_SpM_FL 1611.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d7c5cad4-147a-4dc9-9973-e35bfe0e1e8d___Com.G_SpM_FL 8442.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d7ec2060-8c68-4b79-af37-c13bc51f9226___Com.G_SpM_FL 8595.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d83e3292-0be8-43b9-8215-4705a452a08a___Com.G_SpM_FL 1642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d84c96bc-e98b-4842-accb-65e814458631___Com.G_SpM_FL 1628.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d8a1b62d-7ea5-417c-aceb-b466f7822690___Com.G_SpM_FL 9487.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d8c4f4fd-92b9-4e04-9b76-66285d2cd703___Com.G_SpM_FL 9611.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d962b1f4-8356-4c0b-ad76-da308c00a7b3___Com.G_SpM_FL 1622.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/d9787ae7-82d5-4447-97ad-32a9dbb3866f___Com.G_SpM_FL 1166.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/da35732b-f238-4099-bac4-f8bd5aaa9650___Com.G_SpM_FL 8998.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/db594718-ad38-4d28-969c-c4bac1b5bbe1___Com.G_SpM_FL 8443.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/dba37938-bb5c-41cd-9a81-76827e1e2bbd___Com.G_SpM_FL 9466.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/dbdc03e7-aed5-415b-9b93-2e47ef27f1c3___Com.G_SpM_FL 8498.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/dbf92257-e88c-45b3-b5c4-0731bab518e3___Com.G_SpM_FL 1297.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/dc8a9f3d-1514-4bae-b79f-02c9fd4cc6a5___Com.G_SpM_FL 8671.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ddee35e3-fc0b-4251-adec-dda227bffcd5___Com.G_SpM_FL 1646.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/decfa616-56e5-472d-b1a3-cc9681f3676c___Com.G_SpM_FL 8659.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/df590ea7-bdf5-410b-8063-dbdaa9a5a228___Com.G_SpM_FL 1461.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e1170356-0933-423b-a247-fa0da8b52cea___Com.G_SpM_FL 1239.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e136c0bb-0587-431b-b412-0abe8eea294a___Com.G_SpM_FL 8919.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e1ba0c90-f560-4c89-beaf-6ca97802824e___Com.G_SpM_FL 1712.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e1c88203-3d8b-410f-9d4b-d35c7a735ddf___Com.G_SpM_FL 1267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e1d723d5-d1dc-4116-9940-1b3e68d7e14b___Com.G_SpM_FL 1553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e214cad9-04f5-46ec-95fe-a6388a207350___Com.G_SpM_FL 9013.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e270ed42-3e95-4187-be66-83cf963a785c___Com.G_SpM_FL 8988.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e413f08a-f5dd-454a-b059-b81bb35c8509___Com.G_SpM_FL 8470.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e4da478e-a763-4eef-960a-2588126d4cd5___Com.G_SpM_FL 9348.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e5465236-4d0d-44e8-b6fa-9d3c908306c2___Com.G_SpM_FL 1601.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e5515850-5866-4ba5-a049-347b14d0bc4f___Com.G_SpM_FL 8844.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e5cfe36c-5c1a-4803-9cde-2df158861c95___Com.G_SpM_FL 8555.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e7206ec6-3690-4f86-8008-d5898aa8beb3___Com.G_SpM_FL 8583.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e7b889f3-d580-426e-83fb-6519f43935ef___Com.G_SpM_FL 8690.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e813ff58-97d7-4261-a796-e17ab814bc88___Com.G_SpM_FL 9460.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e8c55c07-a9fe-4fcb-8e45-846cfe14eb59___Com.G_SpM_FL 1501.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e8fdb2d7-cb99-493b-9b2f-2b3e62ae06f1___Com.G_SpM_FL 9450.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/e9b2e448-c8b7-4fde-b1f2-1ab86dce0b86___Com.G_SpM_FL 1330.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/eac6b680-4e8b-48bf-b85b-c2296d7c1853___Com.G_SpM_FL 9565.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ec674ddd-4f99-441f-a537-a78935cd454d___Com.G_SpM_FL 9575.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ec9d26e5-50f0-4684-a90e-4a5eae635e6b___Com.G_SpM_FL 9032.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/efdab5e4-a0bc-4af3-9179-2afd3b72e82a___Com.G_SpM_FL 1674.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f15573ed-d838-4a50-b405-75aca255b610___Com.G_SpM_FL 8533.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f1588800-6f56-478b-8930-8d55cb309b24___Com.G_SpM_FL 9274.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f20dd5c4-0df6-46bf-91a5-12ef264326f0___Com.G_SpM_FL 1367.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f2de2fe3-4211-46c1-b8f3-47fe31eb40a7___Com.G_SpM_FL 1540.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f30a97b5-ab4e-430e-8abe-217aca9532ce___Com.G_SpM_FL 9384.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f3c249e6-04bc-4b2d-b964-d79881c4b7b9___Com.G_SpM_FL 1279.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f3d536e0-cb34-44f8-a66f-afa559e3529e___Com.G_SpM_FL 8936.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f47ddff5-50f1-4eb0-b8bf-6980fe776162___Com.G_SpM_FL 1695.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f4f765b8-958b-4266-981e-2320454ac4ab___Com.G_SpM_FL 9356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f583df26-3eb8-431c-8171-ead493c7acfd___Com.G_SpM_FL 9035.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f5f2ed23-a194-4bcb-bc9e-dc230cfe6c4e___Com.G_SpM_FL 9431.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f600d9c2-090a-4711-a3ac-8d48a709173d___Com.G_SpM_FL 1774.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f6d125d8-795a-40ac-91d7-142f6cf023eb___Com.G_SpM_FL 9262.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f726fc46-fa81-4bff-9964-496708584300___Com.G_SpM_FL 8669.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f7dfed71-b4a6-47ab-b61f-1b5326ec3821___Com.G_SpM_FL 8700.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f822bd69-f201-488c-8f25-e3c4449ec308___Com.G_SpM_FL 8665.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f88f405a-176b-479c-9028-913957456752___Com.G_SpM_FL 9638.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f9493a24-68a7-4c75-b943-0fe5b69405df___Com.G_SpM_FL 8648.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/f9725539-49f8-4152-9c67-cc018fca8c87___Com.G_SpM_FL 1477.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fb5551c8-d45c-4c92-8cd2-c389d4268c54___Com.G_SpM_FL 8827.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fbc3d1d5-cffd-4362-83c7-c88f56697060___Com.G_SpM_FL 9532.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fbd05119-3078-4761-9b2b-5291e73e85ae___Com.G_SpM_FL 1292.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fbee6995-18ee-41b3-802f-5853d4f3f1cd___Com.G_SpM_FL 1717.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fe7f0ec0-35b0-49b0-836e-1fa902ee7723___Com.G_SpM_FL 8739.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ff9a52b5-b200-4f23-9e0d-629b1a0e89db___Com.G_SpM_FL 8634.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/ffb00771-1462-4c9d-962b-7aaa7e8d5a51___Com.G_SpM_FL 1411.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Spider_mites Two-spotted_spider_mite/fff3aeaf-d4ae-4f3a-86d9-79237d07270f___Com.G_SpM_FL 9349.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/003a5321-0430-42dd-a38d-30ac4563f4ba___Com.G_TgS_FL 8121_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/003a5321-0430-42dd-a38d-30ac4563f4ba___Com.G_TgS_FL 8121_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0197df47-a9cb-4b6c-b72c-ac0e9af6d135___Com.G_TgS_FL 0779.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/01e0b8b1-e713-4c6d-973b-f7636280c58a___Com.G_TgS_FL 9816_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/01f0e0cb-83a7-4190-9645-bd06b70c8d65___Com.G_TgS_FL 8318_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/025510ac-15db-4861-b02b-21da82161100___Com.G_TgS_FL 0952.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/02da8ab6-7510-4bf7-a0e3-457f14b6adad___Com.G_TgS_FL 1022.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/02da8ab6-7510-4bf7-a0e3-457f14b6adad___Com.G_TgS_FL 1022_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/03ffc2bf-ec6a-43d4-b349-9fd4138467bc___Com.G_TgS_FL 0738_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/04877a47-d7e8-461d-b943-00099f3a2a95___Com.G_TgS_FL 0838.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/04a27dd5-fdd0-40b7-aa5a-527e15f84a99___Com.G_TgS_FL 9679.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/04a27dd5-fdd0-40b7-aa5a-527e15f84a99___Com.G_TgS_FL 9679_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/05991e8b-e178-450f-8da9-d7c10bd2cda9___Com.G_TgS_FL 9731.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/05afadf4-12e7-478e-bb0c-334e2bf553f3___Com.G_TgS_FL 0744_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/05c5b778-ab92-43c8-a390-93826690fc2d___Com.G_TgS_FL 9746_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/05fa9fcd-ce4c-4c47-aabf-6d794ada4e1c___Com.G_TgS_FL 9802.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/05fa9fcd-ce4c-4c47-aabf-6d794ada4e1c___Com.G_TgS_FL 9802_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/06a52af1-8456-4d7f-98bc-d5ec26be7083___Com.G_TgS_FL 9923.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/06ddddf1-c107-4e34-9546-676f00f52254___Com.G_TgS_FL 8070_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/06ddddf1-c107-4e34-9546-676f00f52254___Com.G_TgS_FL 8070_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0a3b6099-c254-4bc3-8360-53a9f558a0c4___Com.G_TgS_FL 8259.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0a458dfc-b513-44f2-a3ce-dab4c3adb939___Com.G_TgS_FL 8166.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0a51617c-ecb5-42ce-9d34-300307be3465___Com.G_TgS_FL 0976_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0a51617c-ecb5-42ce-9d34-300307be3465___Com.G_TgS_FL 0976_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0a578317-a98b-4e26-b17b-cd2930330375___Com.G_TgS_FL 0785_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0ac9e61f-8dda-4628-bbf9-4fd81012b7a3___Com.G_TgS_FL 8245_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0adf2e61-79af-4129-aae0-f41f73b1725f___Com.G_TgS_FL 8275_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0b126ce6-af82-477f-8f4e-1de79d84a6dd___Com.G_TgS_FL 8294_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0b126ce6-af82-477f-8f4e-1de79d84a6dd___Com.G_TgS_FL 8294_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0b6c4305-0cdc-4150-914b-5d7a5acb7881___Com.G_TgS_FL 8257_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0c2bd887-092f-410d-ac56-9b96110665c8___Com.G_TgS_FL 8285.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0c2bd887-092f-410d-ac56-9b96110665c8___Com.G_TgS_FL 8285_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0c4c7140-1059-4e3a-a6e2-15c4bdd46743___Com.G_TgS_FL 8142.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0c91af09-0ad7-46a1-844b-edfd6af34df2___Com.G_TgS_FL 9776_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0cb83b4d-281d-4b8f-a52a-8178fa8af907___Com.G_TgS_FL 7928_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0cb83b4d-281d-4b8f-a52a-8178fa8af907___Com.G_TgS_FL 7928_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0cff721c-1c6c-439e-a71e-7bbfca6d4fb4___Com.G_TgS_FL 0655_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0cff721c-1c6c-439e-a71e-7bbfca6d4fb4___Com.G_TgS_FL 0655_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0d15f8d7-a777-4c3b-b5e4-5b1d31661e89___Com.G_TgS_FL 1094_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0da91f19-f1bb-4129-b122-459648794512___Com.G_TgS_FL 8276_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0df45326-8aa9-49bf-a2fd-e7f454c2dfbf___Com.G_TgS_FL 9718_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0df45326-8aa9-49bf-a2fd-e7f454c2dfbf___Com.G_TgS_FL 9718_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0e8a96d7-528a-4d09-8263-2a2d92f3c3b1___Com.G_TgS_FL 8337_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0eaa45be-4346-4e3c-ab6f-4ce9f9aec1db___Com.G_TgS_FL 7902.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0eaa45be-4346-4e3c-ab6f-4ce9f9aec1db___Com.G_TgS_FL 7902_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0ed61d9f-3301-4088-a020-ccc9ebed8b21___Com.G_TgS_FL 8399_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0ed61d9f-3301-4088-a020-ccc9ebed8b21___Com.G_TgS_FL 8399_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0f32cb0d-8a87-4d7b-beb1-945c4e1cd374___Com.G_TgS_FL 0642.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0f5f2efc-3544-4fbc-8dcc-e623577596bc___Com.G_TgS_FL 9869_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0f9aa748-57f0-4b14-98c0-b9c1966badc9___Com.G_TgS_FL 9854_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fccb8d0-3f91-442c-8d74-6dbfb163f8a9___Com.G_TgS_FL 8365_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fccb8d0-3f91-442c-8d74-6dbfb163f8a9___Com.G_TgS_FL 8365_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fe0ad25-e48a-4b91-bd06-bdd5799944e5___Com.G_TgS_FL 8351_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fe0ad25-e48a-4b91-bd06-bdd5799944e5___Com.G_TgS_FL 8351_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fe6221c-5848-4000-afc6-5a10422dd300___Com.G_TgS_FL 9772_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fe6221c-5848-4000-afc6-5a10422dd300___Com.G_TgS_FL 9772_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0fe7d644-dc8b-49f7-9a41-33ec029f6437___Com.G_TgS_FL 8274_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0ff11bec-6751-47dc-86a0-cf28682f13d3___Com.G_TgS_FL 7907.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/0ff11bec-6751-47dc-86a0-cf28682f13d3___Com.G_TgS_FL 7907_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1081a896-2b4a-447c-a882-361817ab94b8___Com.G_TgS_FL 0909.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/10d8b093-8309-4a2c-b801-4be4809aad2e___Com.G_TgS_FL 1034.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/10e35abb-b0a4-4aa2-a533-ab12c7fbe76a___Com.G_TgS_FL 8035.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/11d94c10-2699-48ee-b3fb-27d4ac60aeaf___Com.G_TgS_FL 9894.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/12043f51-8708-4543-ae7b-1a4e97376ade___Com.G_TgS_FL 8244.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/12d24a09-d4e7-419c-8a19-b0efa059c3ec___Com.G_TgS_FL 1020.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/13eeb215-0df7-48c3-a6ed-5bc0db687a5f___Com.G_TgS_FL 9723.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Target_Spot/1a3fba97-a09e-48f3-b74e-fe060a03f39b___Com.G_TgS_FL 0856_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1a519d98-24e1-48bc-af8b-1e9c6ede95e8___Com.G_TgS_FL 9678_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1a8e252e-a75b-4d39-9dfb-e09434029183___Com.G_TgS_FL 0711_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1a8e252e-a75b-4d39-9dfb-e09434029183___Com.G_TgS_FL 0711_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1a94e7be-a54f-42e2-ac9c-7242ea9d0fb0___Com.G_TgS_FL 9852_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Target_Spot/1ecca1a2-c028-4cf8-8861-6fcb365bffca___Com.G_TgS_FL 9707_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1f315135-8b90-4b79-ac61-c71a06ab141e___Com.G_TgS_FL 8080_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1f315135-8b90-4b79-ac61-c71a06ab141e___Com.G_TgS_FL 8080_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1f778f17-eacb-4d7a-bf34-041955ebff8f___Com.G_TgS_FL 0694_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/1fb2795b-4c60-405e-873b-e3dd3fe6563e___Com.G_TgS_FL 0043_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Target_Spot/5aab15ae-5464-4eac-a257-a27209916e51___Com.G_TgS_FL 9699_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5b92f4fe-d960-4507-8ee3-9b98382d43c6___Com.G_TgS_FL 7965_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5b9d911c-97d2-4a47-99d1-356dd365e213___Com.G_TgS_FL 8073_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5bdc79ab-ab9c-4e83-9aac-3a440127a9d8___Com.G_TgS_FL 1021_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5bf7dbbf-dc6f-4793-a43d-4b678f6eef91___Com.G_TgS_FL 8096.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5c100cff-1203-48a8-9acc-927b18a2e168___Com.G_TgS_FL 0799_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5c2ec1a6-59dc-444d-9f75-b4717229743f___Com.G_TgS_FL 7906_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5cbe1c45-081e-4fac-a3ac-988bace7c8b6___Com.G_TgS_FL 8084_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5d1140f5-ce1e-457a-b62b-3872b985eedd___Com.G_TgS_FL 0042.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5d1140f5-ce1e-457a-b62b-3872b985eedd___Com.G_TgS_FL 0042_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Dataset(Augmented)/valid/Tomato___Target_Spot/5e792d39-4b82-4ac1-8b2e-4fa124cb2605___Com.G_TgS_FL 9986_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5e792d39-4b82-4ac1-8b2e-4fa124cb2605___Com.G_TgS_FL 9986_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5e792d39-4b82-4ac1-8b2e-4fa124cb2605___Com.G_TgS_FL 9986_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5e9d7d56-4b5c-46d1-b036-0c1a8a02245d___Com.G_TgS_FL 7990_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5eee971d-a69d-4f1d-9e6f-5d3f59ed2e3d___Com.G_TgS_FL 1013_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5f693474-3522-4b5e-adaa-2f55e407f45e___Com.G_TgS_FL 8049.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5f8a5bf7-8366-4f88-b5e1-bb832608e317___Com.G_TgS_FL 0696_flipTB.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5f8a5bf7-8366-4f88-b5e1-bb832608e317___Com.G_TgS_FL 0696_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/5ff8d4fa-6b88-42da-ac4d-2ad7f681441f___Com.G_TgS_FL 8397_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Target_Spot/627ccb34-558c-4e7d-81de-8fa8fd3f7549___Com.G_TgS_FL 8198.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/22103d3e-3b76-4cc4-9d78-12db97bde78f___UF.GRC_YLCV_Lab 02977.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/23857b36-24f3-4745-a877-dedde5c5931c___YLCV_NREC 2520.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/24342d0b-36bf-45df-8a26-d4d748f52890___UF.GRC_YLCV_Lab 01940.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/24530696-e0ee-400a-8860-b79a6f9bd282___YLCV_NREC 2069.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/254071ba-5724-485b-855e-8dcc496f3586___YLCV_NREC 2637.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/278114fd-a6b8-4c88-ba45-4346148a6654___UF.GRC_YLCV_Lab 01745.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/300013e5-2a4b-412a-896a-45a1d0d4eece___YLCV_NREC 0061.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/3115327e-438d-4a81-8b42-28278f6c104e___YLCV_GCREC 2534.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/31945578-c927-474f-b807-1788a1c98a7d___YLCV_NREC 2378.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/32298212-3a35-47f3-b51e-499c13aeb491___YLCV_NREC 2731.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/35515968-5714-4c60-ac4d-c3e74500012a___UF.GRC_YLCV_Lab 08532.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/361237f5-bc7d-44ab-be25-a5db48f794c9___YLCV_GCREC 2433.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/36543f6a-1f3a-4371-8b0b-f60995a966a4___UF.GRC_YLCV_Lab 01266.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/3656643f-a6d2-4fbd-a823-c9a592fc824b___UF.GRC_YLCV_Lab 01794.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/37338a4a-c04f-4cc7-bc36-d3deb78c95a9___UF.GRC_YLCV_Lab 03336.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/37776c12-2280-4f0a-abb0-5fc854fed106___UF.GRC_YLCV_Lab 02781.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/396085ab-2aa3-42bc-9c06-9dc32a56b60b___UF.GRC_YLCV_Lab 02234.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/397268be-3d46-4e86-ac2d-90f8de6f8390___UF.GRC_YLCV_Lab 09348.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/39741755-2162-4921-9345-3581ed30345b___UF.GRC_YLCV_Lab 02563.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/40120ef4-16d4-4178-a76c-2de54651c37c___YLCV_NREC 2722.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/40441998-2e0b-4f97-9111-bea536867e2c___YLCV_NREC 2487.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/40928b95-6a82-4757-85e1-98d3930f1512___UF.GRC_YLCV_Lab 02076.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/41278dff-4a95-43e8-8c9e-f8a6ec63b486___YLCV_NREC 2648.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/42278bd0-252e-43f9-900f-822049382956___YLCV_GCREC 2869.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/433512ff-df52-4836-bca2-ae6848c6f612___YLCV_NREC 2743.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/43942641-100d-409a-a349-99175f84c629___YLCV_NREC 2938.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/44351256-a633-48d5-bcfa-8a135149ad0f___YLCV_NREC 2136.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/44454000-a605-49cd-adbe-0686ab1f456f___YLCV_GCREC 5211.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/45155b33-3ac9-4584-8be8-3a257e396702___YLCV_GCREC 2834.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/451819a3-0ec8-4716-bf0e-76fdb6c2353d___YLCV_NREC 2542.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/46743c5e-9665-4ab9-aa10-20044684b87e___YLCV_GCREC 5224.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/47487db4-da7f-4104-9511-8ce9d1ced14e___UF.GRC_YLCV_Lab 03046.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/47744ad1-e745-46f0-811b-ea825c79d664___YLCV_GCREC 5518.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/48329109-b0c5-4b8a-be8e-45b34274ce72___UF.GRC_YLCV_Lab 01894.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/51749001-e339-47a9-bcdf-4cd9905ba7b2___YLCV_NREC 2720.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/53251828-7d15-4c0d-8f67-795b69326594___YLCV_GCREC 2270.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/53340e3e-368b-4139-8931-afa1c171dbda___YLCV_GCREC 2525.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/5339643b-1d69-436d-a1c2-651494643c18___UF.GRC_YLCV_Lab 01387.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/54447643-06bc-4315-be51-0e8126fae338___UF.GRC_YLCV_Lab 02262.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/547315ea-525f-423e-b77f-53ca6881e9a0___UF.GRC_YLCV_Lab 02844.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/56421a33-a42d-4c4f-8f68-03f458deb53f___YLCV_NREC 2072.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/57970cb7-5626-4892-b98e-01cb68d81972___YLCV_GCREC 2191.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/586891fe-128c-406e-a20d-407b5de89d02___YLCV_NREC 2887.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/590342fa-552b-4630-b350-632a3a0566ec___YLCV_NREC 0199.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/59645145-d51c-47d1-845f-33e5b112aebe___UF.GRC_YLCV_Lab 01298.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/599329fe-867f-402a-8d37-a0c351fc2d03___YLCV_GCREC 2822.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/61714072-679d-4c31-8b0b-65b3d1ceab0a___YLCV_GCREC 2481.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/651822f1-5cb1-4d45-806d-c25ffa025de2___UF.GRC_YLCV_Lab 01629.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/672966d2-c86a-41a4-af87-8007ac47398c___YLCV_NREC 2087.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/67827bc5-e033-4e96-ae21-12c06dffa03f___YLCV_GCREC 5300.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/6913598f-2993-4b48-bb29-de9d576a3fdc___UF.GRC_YLCV_Lab 01262.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/70734df3-e201-4660-bdc7-8728f3a47c0f___UF.GRC_YLCV_Lab 02596.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/72479a2c-c9a2-4813-b330-44499a10db1f___UF.GRC_YLCV_Lab 02496.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/763847e8-25e2-4e58-a3db-81cfc5a26333___UF.GRC_YLCV_Lab 01705.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/76705bf6-0351-425b-9446-180be40dac89___YLCV_GCREC 2426.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/77139872-d443-4ef0-966c-1e117e1d9df7___YLCV_GCREC 5523.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/78026401-90de-477b-8c6d-e9bde6f41f41___UF.GRC_YLCV_Lab 02185.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/780812ad-50f2-41b2-96ca-d3af691e970c___YLCV_NREC 0233.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/78690647-14e6-49d6-bca6-7bcf80b95fba___YLCV_GCREC 2267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/79032fad-7cb4-47e8-8b5d-c15f61d3f66b___YLCV_GCREC 2231.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/797266f3-1a6d-4201-a4d8-01cff698bfdb___UF.GRC_YLCV_Lab 01619.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/79985f34-8636-41b6-be52-6572a25fce1e___UF.GRC_YLCV_Lab 01983.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/80274194-0aa0-48a1-add7-48c8d728300c___YLCV_NREC 0144.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/81018ae7-ef98-4b5e-b957-77f11caaf1e1___YLCV_GCREC 2321.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/810258c9-5ae1-4893-a29b-606db35f3fb0___UF.GRC_YLCV_Lab 02627.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/81363c4e-78df-4540-8e9e-760155359b67___YLCV_NREC 2775.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/8244735f-4ba8-4ab0-8130-e315189986a3___YLCV_GCREC 5460.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/829488ca-885a-4f10-8c29-fdf6bef61dd9___UF.GRC_YLCV_Lab 01691.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/84244edf-a195-4e38-9add-99f7a28a17cb___UF.GRC_YLCV_Lab 01972.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/844653ae-8a16-434b-82c9-e4ad7dadb867___YLCV_GCREC 2816.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/844704f0-5481-4fa3-b107-cb2a89c42465___UF.GRC_YLCV_Lab 02915.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/8602323f-a327-4c3b-832b-9343db6bafab___UF.GRC_YLCV_Lab 02516.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/86254a6e-bbac-4dd4-becb-8fc85812e849___YLCV_NREC 2525.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/862690af-0d59-4fbe-b92d-3d8bd94e930a___UF.GRC_YLCV_Lab 03083.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/86314d35-f174-48b2-a19e-bb04771f3571___UF.GRC_YLCV_Lab 03124.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/87198a20-061e-4a54-b17c-452271a259e3___UF.GRC_YLCV_Lab 01327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/88048288-a940-4ca0-8cd2-26aaf09ef008___YLCV_GCREC 2319.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/888611a3-a785-48c5-9df6-d5e39797b71b___UF.GRC_YLCV_Lab 03370.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/91993f6d-d1d6-4022-899c-65ea7a83e96e___YLCV_GCREC 2901.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/9218155b-9722-4cb6-8798-77e762f0cc91___UF.GRC_YLCV_Lab 03157.JPG \n"," 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inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/97280284-3cd9-41f9-84de-73cdcdaa2f58___UF.GRC_YLCV_Lab 01508.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/98042ec2-08ce-49c6-812f-c9c38ced34da___UF.GRC_YLCV_Lab 02758.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a00d9d3c-93f3-4d83-a8e7-254f0a524873___UF.GRC_YLCV_Lab 03393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a028237e-0f05-4a2b-91b9-25f703706ace___YLCV_NREC 2484.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a0689cc8-7329-4c38-bc16-5432089d7728___YLCV_GCREC 1912.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a08beb3c-6ec8-41f5-a8de-c2f578ce4085___YLCV_NREC 2653.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a0ba3609-c990-42ba-8352-b42afa889e35___YLCV_NREC 2791.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a0bd050a-43d0-4b5e-97e9-b1c764e7fce0___UF.GRC_YLCV_Lab 01291.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a0eafbcb-522a-43be-b5b8-d7d1fadbda44___UF.GRC_YLCV_Lab 02891.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a136e405-29a5-4bef-91ee-364b38faad28___YLCV_NREC 2888.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a1463530-2830-48d2-8b0c-76bb880572d8___YLCV_GCREC 2196.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a1e1c763-0b15-46be-a205-8530232f0384___YLCV_NREC 2874.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a2aaeb01-a2f6-4198-b18d-bb5ffb4f3f78___YLCV_GCREC 2354.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a319f5b0-962b-4656-bb25-140c2d19fe94___YLCV_GCREC 2779.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a3aebcfa-5ae8-47b4-b504-28caa8643ca9___YLCV_GCREC 2509.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a3b8ae42-a74c-4ca8-aa6c-7161e6060a4e___YLCV_GCREC 5509.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a3cf03ea-3465-4b85-aec7-2967ba38452b___UF.GRC_YLCV_Lab 01996.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a42073bc-18c5-485f-8e6f-78eaa60ae7d1___UF.GRC_YLCV_Lab 03133.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a5048329-d815-47ea-a7cc-cae2424e3834___UF.GRC_YLCV_Lab 01328.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a51ed97c-e9b6-4e45-be04-8df10e99f949___UF.GRC_YLCV_Lab 01332.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a5274ba1-3c74-4cd0-81fa-1d1f5a10a155___YLCV_NREC 2492.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a52c2fa4-ea36-4dd1-ae54-535747d2c3cc___UF.GRC_YLCV_Lab 02115.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a52cd19b-99e6-495e-bd59-c8695a0b3d17___YLCV_GCREC 5256.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a5309cd5-fea6-4f45-bfef-283bdb2b9350___YLCV_GCREC 2178.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a579b3de-13da-4332-b717-988cc5d576de___YLCV_NREC 2678.JPG \n"," inflating: 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inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a755ff7e-cb35-4974-8042-6dc6f4b24e63___UF.GRC_YLCV_Lab 03062.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a7a73400-263d-4796-87fc-4e8e00fc8a5b___UF.GRC_YLCV_Lab 03248.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a7d66cfb-8c5d-48ea-ae2b-ca7ca7035f56___YLCV_NREC 2311.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a86e4f77-da0f-42ad-86b5-332fd6a6b382___YLCV_GCREC 2419.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a8735835-2209-4065-807e-287f91ea022c___UF.GRC_YLCV_Lab 02346.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a8af4da3-a9e0-480a-8a79-781c91cdaa62___UF.GRC_YLCV_Lab 01951.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a8f05897-4bf3-477b-9d57-4b19feb88eac___UF.GRC_YLCV_Lab 01956.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a8fd961e-6e98-4e12-a90b-229e2cac32c7___UF.GRC_YLCV_Lab 03338.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/a9171c0c-e224-4f8b-b84f-1caba2c3c989___UF.GRC_YLCV_Lab 01935.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aa26362d-5239-49c0-8ca4-5a930df41477___UF.GRC_YLCV_Lab 01655.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aa2f5558-c467-4d7e-9c56-460874bb9352___YLCV_GCREC 2528.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aa4e3f29-b766-43a3-9f17-fefad1080410___YLCV_NREC 2812.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aa53a2a4-a233-4b77-9f69-39146fcc7b9f___YLCV_NREC 2497.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aa59ae39-6041-4e78-8c25-9c26f6bd585f___YLCV_GCREC 5498.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ab0ceb65-a1ef-4f77-8778-80c2731c599d___YLCV_NREC 2301.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ab7183a7-fa55-48cf-b334-1264dddc647e___UF.GRC_YLCV_Lab 01890.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/aba9fc82-47a2-4536-baeb-16a74b394a15___UF.GRC_YLCV_Lab 02470.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ac593008-ed4e-496f-8785-6712cb39a858___YLCV_GCREC 2454.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ac5c779e-f33c-4389-8ac7-1ffb4a65a5c2___YLCV_GCREC 2479.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/acf34f7b-e467-440a-a145-78fa8e7f3afe___UF.GRC_YLCV_Lab 01443.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ad6af578-72a1-4284-ade7-b4da5fe9771a___UF.GRC_YLCV_Lab 08563.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ad6f530f-eb43-4c42-bdcf-9e966f13760b___YLCV_GCREC 2233.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ad7295b8-c903-48f5-b5cf-39d0bff831c5___YLCV_NREC 2470.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/adbbb1c4-b3d7-44ee-b41d-c3987a6172e2___YLCV_GCREC 5417.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/adc3a730-4492-412b-b282-23a43f68a516___YLCV_NREC 0304.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ae13d53d-ffe7-4070-a3ec-d1fce993f352___YLCV_NREC 0280.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ae4cad0b-630b-4b14-b6f4-1672c87f8e59___UF.GRC_YLCV_Lab 09374.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/af67ecf5-473c-499e-9488-e0d349f90e9b___UF.GRC_YLCV_Lab 01777.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/afb0d5c4-1e7a-4d40-8340-2ee1b5d6b490___UF.GRC_YLCV_Lab 01928.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/afe58ed7-783e-4e28-b729-f55dac6be091___YLCV_NREC 2647.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/affbefe8-fc81-4353-be82-4077a86b9740___YLCV_NREC 2478.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b00db472-11ed-444e-a2da-84775b902b3f___YLCV_NREC 2690.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b019f1b4-d5ab-41b2-b024-b4e9786f6e26___YLCV_NREC 0244.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b02fab9e-b7f5-410f-83b4-44236f41f7a4___YLCV_NREC 2309.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b056a7d8-49bb-495a-bc7a-c699f804c7ea___YLCV_NREC 0212.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b0c09bba-f23e-451e-9b1a-24cbb5878c47___UF.GRC_YLCV_Lab 09356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b0c0a1fb-0597-4ca1-99e4-6cea1804e633___YLCV_NREC 2099.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b14fe696-06f6-4aef-a1bc-d5b1b0997633___UF.GRC_YLCV_Lab 01932.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b15d8e06-e6dc-4c14-b20e-89c6ba801daf___UF.GRC_YLCV_Lab 02795.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b1b63ecf-c676-4203-83b9-ff49bb5cb7a4___YLCV_NREC 2989.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b1c01d02-66f9-4b4e-a426-696cbf28955d___UF.GRC_YLCV_Lab 01737.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b1db6ecd-197e-40fa-9abb-bce650f2517d___UF.GRC_YLCV_Lab 03221.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b207f179-2945-4eb7-883f-ca6b6610ecb2___YLCV_GCREC 2241.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b22d22f3-45fc-47f8-99d7-3afcbde3817a___UF.GRC_YLCV_Lab 02316.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b291b318-3d10-498b-a5bd-45604e26340f___YLCV_GCREC 2863.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b2aba426-856c-4803-bc9e-5a5010e17d37___UF.GRC_YLCV_Lab 02767.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b2c15dfd-4374-4f5c-bb0e-419759a7bfda___UF.GRC_YLCV_Lab 02794.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b2dd769a-be7d-4291-98ef-f3ca0dd002af___UF.GRC_YLCV_Lab 02341.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b3481eef-aed0-41cf-a27b-ffbcff8b7928___UF.GRC_YLCV_Lab 02464.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b34be8f0-485a-409f-a61f-8b07ad59c87c___YLCV_NREC 2408.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b379ab04-3780-4283-b388-2a038b773d79___UF.GRC_YLCV_Lab 01389.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b3e5ed32-90c2-47de-8c91-2ef3b829ca32___YLCV_NREC 2969.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b3fe3d8c-f0e0-405c-a67d-ac57db6be043___YLCV_GCREC 2157.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b499bd1e-7fc6-43cb-a0f3-141b22b1b946___YLCV_GCREC 5292.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b4f373e4-be55-45a9-8aa3-da91a154b8c5___UF.GRC_YLCV_Lab 02718.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b50a0260-c455-45f9-a1c7-96305e1794ab___YLCV_NREC 2790.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b57bfdc6-1769-4976-8d28-14e1c7915b36___YLCV_NREC 2855.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b5edf5c4-d6d0-43da-8ffe-12f18faa0b59___YLCV_GCREC 2174.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b5fca81b-29c9-412d-8e0d-4a8e3b70b29f___YLCV_GCREC 5375.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b5ff4770-9782-4ff2-a0d9-d82704af21a8___UF.GRC_YLCV_Lab 03209.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b61099c9-7bcd-4ff9-b57a-e8d2115653cb___UF.GRC_YLCV_Lab 03110.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b628f826-c1ac-4bab-85c5-158843fe96f8___YLCV_GCREC 2743.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b689c61e-2685-4c51-9b1c-a136bc61cae7___YLCV_NREC 0276.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b6f9fef6-dc5c-4b93-9a00-3a127abc044a___UF.GRC_YLCV_Lab 02656.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b706602e-b4ba-4cee-bec1-8274278a2856___YLCV_GCREC 5158.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b724a8a5-879c-4479-a445-cfe59c54f3a0___UF.GRC_YLCV_Lab 09515.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b77b76cf-e64f-43cb-a2dd-ad8cd1975deb___YLCV_NREC 2325.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b78ed421-b563-4623-a24f-dbe7610d35f1___UF.GRC_YLCV_Lab 03320.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b81f7702-a22b-4ca2-85d6-55fad9e50d27___YLCV_GCREC 2097.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b82d7b6e-0c2c-4050-8256-bb430b07b2aa___UF.GRC_YLCV_Lab 02315.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b83635c3-2d03-4b7d-bb99-1506b311d7e8___UF.GRC_YLCV_Lab 02746.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b8606c24-4a79-48db-a54d-10442414418b___YLCV_NREC 2211.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b8fe50f8-1c5a-488e-b493-2d88803f8cf5___UF.GRC_YLCV_Lab 02966.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/b974d4bd-2eb4-4195-9ef3-e396fa51f085___UF.GRC_YLCV_Lab 01982.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ba00998e-794e-4b1e-adb1-1defd0f4c058___YLCV_GCREC 2238.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ba2c5eed-9c8f-4e1a-8ae4-1108d54f1ca0___YLCV_GCREC 5447.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ba359fb6-b636-4dbf-b685-02f920f1c677___YLCV_NREC 2163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ba82e978-71a7-4cf5-8f15-e86248b8b024___YLCV_GCREC 2862.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/baaec079-5375-49d4-9a6c-d972a4809086___UF.GRC_YLCV_Lab 03215.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bb01298d-4366-40e2-a6ce-4dbb636217cd___YLCV_GCREC 5260.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bb1e3988-1c45-4b77-bdad-cc7c6585e505___UF.GRC_YLCV_Lab 03185.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bb83bed9-8c60-4107-8264-0e367e676f9e___YLCV_NREC 0168.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bb8a0bb8-f149-4dbf-a7fb-16c568b181fb___UF.GRC_YLCV_Lab 02506.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bbf29268-c70e-40ac-ae86-d19a3f108841___YLCV_GCREC 2563.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bcd5e29a-60ab-4885-bdda-d56ae1cdfd65___YLCV_NREC 2226.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bd24a639-b272-4104-bc84-b9cabc628893___YLCV_GCREC 5462.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bd257fb0-a603-46e4-9c36-23963eded620___YLCV_NREC 2252.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be21ebf7-e2e3-4d87-a7cc-38c4f4e099a5___UF.GRC_YLCV_Lab 02391.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be2f2c8c-031d-47e5-941c-af5f17b5a310___YLCV_NREC 2740.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be50e844-0c77-4627-b79c-99abfd2baeb1___UF.GRC_YLCV_Lab 03273.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be56a0ff-0e38-4fb7-a4c2-5b076ffc4f32___UF.GRC_YLCV_Lab 03032.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be56dbfb-43a7-4cc8-a951-81784598308c___UF.GRC_YLCV_Lab 03363.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/be5ad5cb-4b22-46bb-bcc9-dcb86b64673f___YLCV_GCREC 5290.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bef82d6f-7347-4fa0-9de7-9eeb5229fee3___YLCV_NREC 2224.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/befa4552-7850-4826-ab54-521f89240c88___YLCV_GCREC 2940.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/befcd4ac-5e08-40ba-9958-38f97e0415b0___YLCV_GCREC 5223.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bf09ead6-7015-4942-bbf7-e509193885ab___YLCV_NREC 2830.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bf8e1fdf-6d20-4564-a24f-441e2a610905___UF.GRC_YLCV_Lab 01853.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/bfb4d321-f46f-48e7-a0b4-6fee8947c8ee___YLCV_NREC 0259.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c009c9aa-e9a4-4bc5-a77d-1e706a97645c___UF.GRC_YLCV_Lab 02552.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0429992-040a-4eb1-b31b-593bdd49a420___UF.GRC_YLCV_Lab 02753.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c070f5f8-2327-4282-8797-22585ec04e5d___UF.GRC_YLCV_Lab 02445.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0732fd4-5ec2-46bd-9d47-e0da19c8f8ca___UF.GRC_YLCV_Lab 09349.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0a210c9-d8f8-4c66-86d1-d1502805372a___YLCV_NREC 2496.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0a877ac-de45-4787-b87b-7b76cf05c5d7___UF.GRC_YLCV_Lab 01819.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0b6257d-b68a-485e-8318-a3a91f89a01c___YLCV_NREC 2367.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c0e761af-b9de-4edf-9b30-8f11f108f71d___YLCV_NREC 0237.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c112cd25-8d05-4bd9-a58e-8c5aaa6bc385___YLCV_NREC 2659.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c1d48af7-665a-436b-872a-2ccccf30e09b___YLCV_GCREC 2218.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c1fd6c41-2c00-498d-bb46-0ebb172b02e6___YLCV_NREC 2364.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c2dccdaf-9ab9-4489-9b06-22d49ed1e2fa___UF.GRC_YLCV_Lab 09354.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c2f4cf95-b170-4bff-b96b-99777d05bbaa___UF.GRC_YLCV_Lab 09499.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c30eff89-329e-47d9-b010-0947ddc5d423___YLCV_NREC 2919.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c31aca2b-5248-44c9-99f1-97f6a29677c1___YLCV_GCREC 5382.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c363728e-7dbc-4635-8ee5-cb24ebd254c9___UF.GRC_YLCV_Lab 02733.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c38552a0-48b7-4e3d-b4ba-7ea187372c10___YLCV_GCREC 5359.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c3c25775-1a12-4b87-bd1b-79df5009eced___UF.GRC_YLCV_Lab 02557.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c4522723-04c5-4a3d-8814-bbeb8e9ef1e6___YLCV_GCREC 2907.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c496f5e0-be8c-4840-9fa9-f99732eca62b___UF.GRC_YLCV_Lab 03095.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c4985e02-e973-44fe-a99c-2eafaf6d4b8c___YLCV_GCREC 1940.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c4b56ab5-2a16-4cd5-b799-6811032d4e21___YLCV_GCREC 2838.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c4e02aca-8410-492c-9df9-288cfb9aaa49___UF.GRC_YLCV_Lab 01597.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c4f062ae-c236-466b-b4bd-ef65ae022244___UF.GRC_YLCV_Lab 02401.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c53e9f54-0ef8-4df9-8ade-9eb90dac0d93___UF.GRC_YLCV_Lab 03127.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c5591021-b3a8-4555-a3f6-adea8f415342___UF.GRC_YLCV_Lab 01878.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c5be09ec-81c8-42ec-b196-621ec950376e___UF.GRC_YLCV_Lab 03043.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c63c14c5-0aea-40e5-8874-88742f2eb60e___UF.GRC_YLCV_Lab 02421.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c651adf2-8956-4f91-869e-23b4b1c4a623___YLCV_NREC 2821.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c6d381ed-0cb1-4c9d-b850-0f199d9dd1b2___YLCV_NREC 2327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c735cec4-01f5-4f3e-8475-57b069caaf6f___YLCV_NREC 2040.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c7934929-5358-4536-983a-50d4cddfd66b___YLCV_GCREC 2676.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c7a344aa-e25b-48fd-87a7-9eb97aa347de___UF.GRC_YLCV_Lab 01350.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c7a4cbae-d372-4123-949d-13c3ac500e4e___YLCV_GCREC 2307.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c7ea0d7b-d6f0-462a-a374-216ab8cb406c___YLCV_GCREC 2896.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c82eafb2-6329-4e74-83ba-fa1fc37826b8___UF.GRC_YLCV_Lab 01957.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c86d6494-0aa6-44fe-9fa9-0c5e82b206db___YLCV_NREC 0126.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c917f4ec-c9df-462d-a94a-19b555ebb476___YLCV_NREC 2862.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c919537c-9448-4f10-897d-8f3b2dbd9459___YLCV_NREC 0053.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c96329e9-913d-40dd-bd81-8ad8b465ea1e___YLCV_NREC 2962.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c973c3b8-18b4-4b98-a894-c810f7dd7b4f___YLCV_GCREC 5521.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c97e766f-ba50-44c5-adce-14881a53fd38___YLCV_GCREC 2719.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c983c63c-02d3-4678-8920-1ac68be940ec___UF.GRC_YLCV_Lab 01589.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/c987ee2a-8b0f-43a8-adf9-31d270dd83fd___UF.GRC_YLCV_Lab 08436.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ca2dbc47-f209-4aae-a393-96596aee88a4___UF.GRC_YLCV_Lab 01615.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cb4cd7c2-b3e9-496a-9d61-8a80b6bb0e11___UF.GRC_YLCV_Lab 03049.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cb54c93e-bfd4-482a-bd84-68e35470fb2e___YLCV_GCREC 2260.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cbb89fbc-4607-4166-a45e-6c1d232056c2___UF.GRC_YLCV_Lab 02660.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cbbbe636-6062-41fd-b130-94f1e4aa51a7___UF.GRC_YLCV_Lab 01896.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cc007d31-b838-4ce8-b5ac-572bbe788084___UF.GRC_YLCV_Lab 02324.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cc2d723c-a4c2-4526-8943-122ec23ca493___UF.GRC_YLCV_Lab 03037.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cc3769bf-69f3-4ff3-b2bb-dc9ec504fbfb___YLCV_NREC 2609.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cc3d7254-1d1c-45d0-a483-6396c6bc9e9e___YLCV_NREC 0174.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cd296a5b-4bd0-468f-836e-014311b2be82___UF.GRC_YLCV_Lab 01442.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/cd37cbce-e141-40a5-8af6-8fa6790c7ed3___UF.GRC_YLCV_Lab 02128.JPG \n"," inflating: 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\n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d01c276a-a70d-4981-930e-d78292219f61___UF.GRC_YLCV_Lab 02057.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d072a6d1-e7de-4da2-a4e7-06c7f2e3c18b___YLCV_NREC 2180.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d0796bf3-84c1-4d44-b59e-fb7779bb80fd___UF.GRC_YLCV_Lab 01598.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d08a1c48-3360-40e3-9c3d-e47c2812bed2___UF.GRC_YLCV_Lab 01920.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d08b171d-01f8-4e87-9bd0-c052b915e7f7___YLCV_GCREC 1901.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d0a18160-1a08-42e4-86d5-0512e4d4dc29___UF.GRC_YLCV_Lab 02021.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d0c7694d-2620-4dcc-8e9e-cb682a838b40___UF.GRC_YLCV_Lab 03278.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d0fe625a-79fc-4ff1-9303-f1bb3a843a13___UF.GRC_YLCV_Lab 01454.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d1021bc4-cc1b-4a4a-ad8f-a13c33f9c786___UF.GRC_YLCV_Lab 01482.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d16542a2-7f5a-40d0-b1a0-48dcbfb80d55___YLCV_NREC 2673.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d172c762-1d64-4974-a866-34b3570f8ccb___YLCV_NREC 0288.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d1839a8f-9a10-4d82-a2d3-8a1847550610___YLCV_NREC 2909.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d1e56323-31b5-4044-9508-5314cc7290c4___YLCV_GCREC 5445.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d1ec860b-4a36-48eb-b69c-fc09375c9848___YLCV_GCREC 2232.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d2d69a9b-46d7-4125-bba5-7a9cbfe71d7a___YLCV_NREC 0163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d3140b67-2cda-4e98-ae9c-b6ae57444072___UF.GRC_YLCV_Lab 02153.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d32760eb-dfca-41fb-91f7-11f53d3a49cc___UF.GRC_YLCV_Lab 09343.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d3411f48-9c96-453f-8860-69ede64c9780___YLCV_GCREC 2741.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d3960ac0-c1b9-4eab-8f5d-46f5a272f3c9___UF.GRC_YLCV_Lab 08485.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d459ddb0-d3f5-4d50-be57-ca437146f79c___YLCV_NREC 2601.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d568731a-070a-42e1-9fe6-a117dba8b322___UF.GRC_YLCV_Lab 09444.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d5c08505-2c0b-4a98-b9c2-2db14680823b___UF.GRC_YLCV_Lab 08456.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d5eabd3a-306a-458f-9221-79b76db632c0___UF.GRC_YLCV_Lab 02517.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d60ed6a3-2260-4fdf-a41c-8c021c1ef714___YLCV_GCREC 2057.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d66d011d-3b9e-4d97-8a5a-71b0eaec71b8___YLCV_GCREC 2523.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d66d06e8-4319-4511-9cdf-d57f2ed2adcc___YLCV_GCREC 2577.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d6d29770-0a68-4119-bcb8-17a760ff500f___UF.GRC_YLCV_Lab 02819.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d70ae0e9-2aec-4396-a5aa-683b0fd133f7___YLCV_GCREC 1990.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d738da92-7e26-49b7-9cbc-88462a37aa1c___UF.GRC_YLCV_Lab 01707.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d776b326-25eb-44a3-8995-1ead906e571a___YLCV_GCREC 5490.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d7b8486a-ca45-46e0-9087-8d10804ac55b___UF.GRC_YLCV_Lab 09425.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d7e616a6-0d00-4768-8cf5-27f4a81b839f___YLCV_GCREC 2751.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d86ec732-45d8-46e0-9098-8f8af33da404___YLCV_NREC 2512.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d877ae9e-09f0-4612-9668-adcfdf6d756c___UF.GRC_YLCV_Lab 02803.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d8ef30fa-769d-4c94-8f81-2174bc740b5a___YLCV_GCREC 2394.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d93c3d54-5ade-47a6-bf53-4f3e0c298199___YLCV_GCREC 2058.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d941f1aa-e14a-4079-95a7-80416652f601___YLCV_NREC 0282.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d99411f6-2658-4046-aa6f-f9fc8262c27a___YLCV_GCREC 5210.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d9a6cdca-6b73-48b0-a246-d67a53563aa1___UF.GRC_YLCV_Lab 02695.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d9df9ccb-0f9f-4f52-ac50-eda73b4804c8___YLCV_NREC 2414.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/d9fd2118-264a-419f-a43b-081a9eca97c3___YLCV_GCREC 2031.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/da4a43e5-8c4a-4f8c-92a8-b5e8557b1cb6___UF.GRC_YLCV_Lab 02431.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dac3c21b-235b-48fc-9460-d5a4ccbc7d74___YLCV_NREC 2202.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/daf4255b-9671-4fa4-8645-c4ab938e9d9f___YLCV_NREC 2312.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/db1391d0-e8ca-45b9-abc3-a80dca761167___YLCV_NREC 2777.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/db4d97fa-700b-457f-a05f-1e1cf22bf88f___YLCV_NREC 2903.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/db7115f0-77af-440d-b3cd-91ff98dc8c2b___YLCV_NREC 2186.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/db84d988-ad71-41bb-90c1-80ce52319eb3___YLCV_NREC 2889.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/db84e0e0-b20c-44d6-9758-b4e2e4d23491___YLCV_GCREC 5139.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dbca697b-7070-409a-971e-1d275e10749b___YLCV_GCREC 5169.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dbfc7834-d65c-4e6c-8482-d5056d205e1d___UF.GRC_YLCV_Lab 02279.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dc55f427-ed4e-4290-94f3-2882fe680345___YLCV_GCREC 2094.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dcc7144e-9350-4646-b321-234920fe46ef___UF.GRC_YLCV_Lab 01653.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dcd3284f-00ab-4fea-a958-532c8b462657___UF.GRC_YLCV_Lab 03134.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dd099492-ff77-4149-81e7-03befb2db94b___UF.GRC_YLCV_Lab 08506.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dd9b2bbb-6708-4188-8224-1bbf75c9f55b___UF.GRC_YLCV_Lab 03160.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dd9ce866-cec0-4aaa-8ee2-70cd4a623f95___YLCV_GCREC 5403.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/de18b33c-5efe-4b8f-89f0-d7a280898cfe___UF.GRC_YLCV_Lab 02121.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/de75681c-da15-4ecc-86dc-d4a330769f97___UF.GRC_YLCV_Lab 01704.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/de984d53-8f26-4801-806b-ce31b01b5a1a___YLCV_GCREC 2247.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/defed5ef-bce4-4f46-800d-8dc029e5e78a___UF.GRC_YLCV_Lab 02804.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/df194dd9-1732-44b7-ad24-8d0dba24e8b5___YLCV_GCREC 1929.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/df7b7d9f-e0b4-4f78-b200-2b24258e72d5___YLCV_GCREC 2498.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/df881657-9304-417d-9bcd-71a17314df06___YLCV_GCREC 5135.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/dfb954cb-5f24-40da-b6e6-f1afb138a115___YLCV_NREC 2326.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e00c7101-9f63-45fe-970c-b48e425d554c___YLCV_NREC 2899.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e0332e2a-9eb9-476d-ae7c-40ad99fad7ba___UF.GRC_YLCV_Lab 01391.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e085ab70-14ac-451a-87a3-584186143694___YLCV_NREC 2559.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e0af5e0e-9cf3-449e-86f1-e033bbfc2f5f___YLCV_NREC 2599.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e2370913-7b55-4348-bd70-9a9542f6cada___UF.GRC_YLCV_Lab 02565.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e2c016a2-b0e8-427a-82ac-852404990b33___UF.GRC_YLCV_Lab 03386.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e2fc3ff8-2a44-468c-bf27-a15864dceb5b___UF.GRC_YLCV_Lab 01985.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e3332e6d-d444-4f60-9e7c-571ffaea6c82___UF.GRC_YLCV_Lab 01989.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e346fbf7-5888-423a-b2c6-ff67dd1e3b3f___YLCV_GCREC 2166.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e3d6640f-3fe8-4437-94ef-6e98011499d0___UF.GRC_YLCV_Lab 03054.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e42037f8-8756-42c3-b477-0416a672a5d2___UF.GRC_YLCV_Lab 02908.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e43d1ae1-6b35-4452-b7c1-bd9e2768a619___YLCV_GCREC 5264.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e4431f36-5b30-4420-aed2-9449f0d8ebbb___UF.GRC_YLCV_Lab 09466.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e449bfef-f7ec-4a42-ba89-739ac8acc62c___UF.GRC_YLCV_Lab 02519.JPG \n"," inflating: 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inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e6d8ba02-2c7a-4eff-9a57-cf14feeeceaf___UF.GRC_YLCV_Lab 01844.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e72d086f-930b-4523-9ce9-213db17221aa___YLCV_NREC 2964.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e736c313-f469-47b4-ba17-9babaf1be4d4___YLCV_NREC 2824.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e770e4af-6284-48d9-bba1-76c2734c6096___YLCV_GCREC 2052.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e7793d98-ca6c-4030-8b4a-4bd506cde757___YLCV_NREC 2268.JPG \n"," inflating: 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diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e97a9b36-8fb9-45da-a669-e926dd9b2a7a___YLCV_NREC 2209.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e98e9e88-f0c9-4d56-b3ce-47e9129d2236___UF.GRC_YLCV_Lab 02594.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e9db85a4-65fb-4625-9c97-1e636a03565f___UF.GRC_YLCV_Lab 02306.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/e9fcc06b-8b46-4940-9094-781e7ee431b3___YLCV_GCREC 2048.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ea18baeb-c4bb-4205-b1ca-aa6a35ecafc2___UF.GRC_YLCV_Lab 01971.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eacfdafe-9c98-4e67-aec3-64600d846c41___YLCV_GCREC 1981.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eafd1d89-e06d-4fdb-98d0-a6452d1281ee___UF.GRC_YLCV_Lab 03178.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eb1ebddb-ab92-49bd-b304-9620effd96ce___YLCV_NREC 2902.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eb52b160-081d-4e69-8446-cabecf9b14ad___UF.GRC_YLCV_Lab 01494.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eb5df69a-d470-4487-aa27-a5609e0c6ee2___UF.GRC_YLCV_Lab 02584.JPG \n"," inflating: 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diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ed006d2d-1f61-43e6-8cc1-47b0a6982375___UF.GRC_YLCV_Lab 09351.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ed104f2e-54de-4aad-836c-7e86f00153a2___UF.GRC_YLCV_Lab 02724.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ed49d786-0e85-4790-aaf9-380b63930920___UF.GRC_YLCV_Lab 09475.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ed71c2c1-d082-4355-bbc5-ed7050708ffa___UF.GRC_YLCV_Lab 02278.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/edbeb216-1ad8-4593-848e-84cc21886897___YLCV_GCREC 2380.JPG \n"," inflating: 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inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/eedf7b5f-d91d-46c4-9b0e-927ba6ed37ba___YLCV_NREC 0261.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ef24c02d-8209-49b0-9afe-a1020ade05a8___UF.GRC_YLCV_Lab 01876.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/efa48701-ac0e-40d2-b6bc-36cc3b4693b9___YLCV_GCREC 1950.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/efce4351-921a-4912-aa56-69f3899f1c95___UF.GRC_YLCV_Lab 02763.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/efdbdf70-e543-4c8f-82d4-27a06b7e0cfc___YLCV_GCREC 2516.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f040657b-3db1-4bb3-bea8-1e821c36e655___UF.GRC_YLCV_Lab 02866.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f06eea4b-6edd-410c-be9d-fa7373fb1cde___YLCV_NREC 2762.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f08a3548-4678-42c6-a6a3-8750ad8486a9___UF.GRC_YLCV_Lab 03144.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f138d094-5681-4f5c-8125-2f29ce924ce6___UF.GRC_YLCV_Lab 09476.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f16a755a-b69f-4304-a292-4b32e00b34be___UF.GRC_YLCV_Lab 03007.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f17ad011-c811-4d77-9010-fa5887f68e58___YLCV_NREC 2265.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f19a2b6c-fbfa-4970-90fd-c3c173a62174___YLCV_NREC 2152.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f19b732b-44ec-49c7-9cac-2278a8f5fce3___UF.GRC_YLCV_Lab 08569.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f26a6182-b3c3-4e0d-8866-d313e0c8fbc2___UF.GRC_YLCV_Lab 09579.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f2aac733-44cd-4a57-b642-229cf679cec3___UF.GRC_YLCV_Lab 09593.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f2ddfdc3-b25d-4b65-8ff4-d1cc23111899___UF.GRC_YLCV_Lab 03011.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f2f17d7a-181a-4597-9a84-e3ca861da319___YLCV_NREC 0142.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f3188611-e3c8-448d-80d8-32c1ad1f4f16___YLCV_NREC 2805.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f36b8307-6208-42dd-aa5c-7a983f1ab301___UF.GRC_YLCV_Lab 01382.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f3ba5f47-b7dc-4ca7-9c01-9482dbcc0e60___YLCV_GCREC 2445.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f3d2b6fb-1333-44b9-9ab1-227886d728f7___YLCV_NREC 2554.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f40a9296-2020-4a3a-b3bc-b5f452ef7e64___YLCV_GCREC 2738.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f41851ed-6a9b-432f-8974-8a1f1f1a9b33___UF.GRC_YLCV_Lab 03263.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f45631e7-854d-4577-9766-86877156749c___UF.GRC_YLCV_Lab 02291.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f4e019f2-1c4c-4b12-b88d-e681c3caf2ee___YLCV_GCREC 2235.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f4ec6bf9-7580-4056-9e36-91c9a68e0a86___UF.GRC_YLCV_Lab 02217.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f501d784-4658-434e-87f4-44496a07054e___YLCV_GCREC 5205.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f553bfab-4666-4e9d-a0fc-311e034a3e10___YLCV_NREC 2715.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f5b223a1-d753-41a3-ae94-a97a93614d80___UF.GRC_YLCV_Lab 01990.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f5de4522-8d2b-4afa-bf23-aaf8d4fbfb39___YLCV_GCREC 2313.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f5f9260d-93c5-4ce1-8180-c9d206db5f39___YLCV_GCREC 5163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f6050fc9-acf7-4031-940d-65e5c5c66143___YLCV_GCREC 2553.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f6472197-3d9c-467a-8fd3-bc6b743d6e00___UF.GRC_YLCV_Lab 02522.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f64b7e94-181f-4741-8a22-e52271503593___UF.GRC_YLCV_Lab 02327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f687eae8-3b47-49e9-a63c-714318ddea7f___UF.GRC_YLCV_Lab 02482.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f74a7680-7b4e-47b2-8eef-e5274847ca9c___YLCV_GCREC 2219.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f7dd391f-26cd-42df-8e92-2aa4cdf5d28b___UF.GRC_YLCV_Lab 01909.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f808bf17-246f-4eba-9d53-019cfc3508b1___UF.GRC_YLCV_Lab 03147.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f83d755c-1f15-481c-a694-e8631add002a___YLCV_NREC 0311.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f858da9d-869f-4e68-8c92-f68680e4655b___UF.GRC_YLCV_Lab 02002.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f882dbfd-06e0-4337-a1d8-efed0fd28be4___UF.GRC_YLCV_Lab 02169.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f8ba145b-6a5a-43f1-b03b-3acb90f5483b___UF.GRC_YLCV_Lab 02697.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f8c39b13-b4d3-47d3-bf80-eba269f8c1b0___YLCV_NREC 2792.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f8dfef7f-9548-4e77-b9d6-69854ed088ce___UF.GRC_YLCV_Lab 01856.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f940df0a-db07-446a-8106-815d7ebe2f00___UF.GRC_YLCV_Lab 02317.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f95286f6-b871-4797-84f4-8bef763654d4___UF.GRC_YLCV_Lab 01847.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f9b9a635-2e86-43ba-a8bd-5bfea22e2f51___YLCV_NREC 2249.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/f9e40682-a18b-4be0-a6d8-6beaf81cdefb___YLCV_NREC 2073.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fa6ad85e-d7f8-458c-aa12-b9e0d5a72fe1___YLCV_NREC 2804.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fab4fee5-bbac-4996-8b8b-c91fb70dcb92___YLCV_GCREC 5484.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fadfba88-e351-4541-ac19-686387f371e7___YLCV_GCREC 5216.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fba58456-f02f-459c-8b12-12178c622f50___YLCV_NREC 2393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fbf0341c-ace6-4974-9058-6da14dbf0aaf___UF.GRC_YLCV_Lab 02910.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fccb5316-87ef-4bc5-a122-feb437bb757e___UF.GRC_YLCV_Lab 02613.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fdf9c9cc-a393-4d8d-b9b3-2f3cc922a3aa___YLCV_NREC 2063.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fe40e21d-3391-4c08-9fce-c78de4b4c366___YLCV_GCREC 2264.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/fe746591-0f79-4175-99d2-ccd3672065a1___UF.GRC_YLCV_Lab 01717.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/feb114a3-a58f-47b6-b7e8-816ffb06bbc5___YLCV_GCREC 2338.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ff2bb757-d8ac-43df-8161-4c2ef1806055___UF.GRC_YLCV_Lab 01758.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ff46311d-9868-4313-8834-eaf2f3259b27___UF.GRC_YLCV_Lab 02625.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ff8a2419-99e2-4bb8-ba94-691cb9773930___YLCV_GCREC 5393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ff8ddc21-4c78-48cf-b608-50d9e148667d___YLCV_GCREC 2402.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_Yellow_Leaf_Curl_Virus/ff9306d0-248c-4aec-b6d1-1721e9a4f1c1___YLCV_NREC 2875.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/000ec6ea-9063-4c33-8abe-d58ca8a88878___PSU_CG 2169_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/006e354b-c054-4b72-a83c-e3feb038942e___PSU_CG 2330_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/00c07a77-15e6-4815-92d4-8d1e1afb7f3c___PSU_CG 2052_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/01b32f27-2b9b-4961-805b-8066bf4d90f1___PSU_CG 2417_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/021accd9-bbb2-4777-8f94-93295e6de49e___PSU_CG 2075_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/021accd9-bbb2-4777-8f94-93295e6de49e___PSU_CG 2075_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/02cb8c4e-4542-4020-bb46-025de54d97ae___PSU_CG 2098_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/03b6acc7-41a6-4670-b47c-bef6d4baea18___PSU_CG 2363_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/03b6acc7-41a6-4670-b47c-bef6d4baea18___PSU_CG 2363_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/046a2559-23b4-4018-a3db-337347ceb391___PSU_CG 2321_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/05910684-8466-4472-b520-b6f90bfc0d01___PSU_CG 2076_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/05910684-8466-4472-b520-b6f90bfc0d01___PSU_CG 2076_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/08e45674-8d1e-4c3c-804a-663d9fef1ead___PSU_CG 2249_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/08e45674-8d1e-4c3c-804a-663d9fef1ead___PSU_CG 2249_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/09910ece-e505-4e19-ae9b-0d9e2eaa2cb1___PSU_CG 2047_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/09910ece-e505-4e19-ae9b-0d9e2eaa2cb1___PSU_CG 2047_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/09910ece-e505-4e19-ae9b-0d9e2eaa2cb1___PSU_CG 2047_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0a91f50b-1263-4b2c-a8c1-f2a6025b82f3___PSU_CG 2136_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0a91f50b-1263-4b2c-a8c1-f2a6025b82f3___PSU_CG 2136_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0b5e2269-7b37-43ac-9a96-c62b9bba2383___PSU_CG 2243_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0bf3eb4c-e2cd-4e72-8834-4fc045bd67ae___PSU_CG 2414_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0c676b36-7985-42e8-b550-83e2b1c55535___PSU_CG 2177.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0c676b36-7985-42e8-b550-83e2b1c55535___PSU_CG 2177_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0c676b36-7985-42e8-b550-83e2b1c55535___PSU_CG 2177_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0c779116-043c-4715-b080-16be2e8d2552___PSU_CG 2285_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0c779116-043c-4715-b080-16be2e8d2552___PSU_CG 2285_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0d9accf3-1285-4356-b69b-2ae132c5f145___PSU_CG 2337_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0dae2780-43e7-40ac-ae45-95e5318c8f32___PSU_CG 2290_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0dae2780-43e7-40ac-ae45-95e5318c8f32___PSU_CG 2290_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0e56889c-7e80-49f3-8da3-3a437244e8fd___PSU_CG 2140.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0e56889c-7e80-49f3-8da3-3a437244e8fd___PSU_CG 2140_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/0e56889c-7e80-49f3-8da3-3a437244e8fd___PSU_CG 2140_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1170f108-86a3-4bc6-8a06-c82e55178f91___PSU_CG 2327.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/119554ae-c777-46da-abb7-591404fdc65f___PSU_CG 2393.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/119554ae-c777-46da-abb7-591404fdc65f___PSU_CG 2393_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/119554ae-c777-46da-abb7-591404fdc65f___PSU_CG 2393_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/124f2b6c-ba93-46dc-9662-04ec2b631a23___PSU_CG 2084.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/124f2b6c-ba93-46dc-9662-04ec2b631a23___PSU_CG 2084_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/12f82f12-23f5-4edc-82d7-8bc3ee6f4848___PSU_CG 2373_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1349c403-c930-42be-9bfd-39a099c66f4a___PSU_CG 2328_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/135dcfad-367c-483b-921b-5d24986c471c___PSU_CG 2221_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/135dcfad-367c-483b-921b-5d24986c471c___PSU_CG 2221_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/135dcfad-367c-483b-921b-5d24986c471c___PSU_CG 2221_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/146eaf68-7f61-4717-ac81-2f8bb4533fec___PSU_CG 2406.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/146eaf68-7f61-4717-ac81-2f8bb4533fec___PSU_CG 2406_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/14c21616-aa9e-4d85-8aff-bdf7f4cf3720___PSU_CG 2079_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1588e951-b57d-47a2-8371-7be3a45fd2cc___PSU_CG 2121.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1588e951-b57d-47a2-8371-7be3a45fd2cc___PSU_CG 2121_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/15f1e22a-9c70-4060-a275-fac10c196341___PSU_CG 2118.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/15f1e22a-9c70-4060-a275-fac10c196341___PSU_CG 2118_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/16f91dc7-59a2-4cc3-b896-64e28bc60ced___PSU_CG 2108_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/176ff795-1f59-4248-8374-bf5a88187934___PSU_CG 2160_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/17964172-e35d-45c6-8273-ae73dfab0cb3___PSU_CG 2074_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1ae794c7-287b-4a16-9cff-2fa11545eb00___PSU_CG 2102_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1ae794c7-287b-4a16-9cff-2fa11545eb00___PSU_CG 2102_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1b9dc07a-40ab-45bc-a873-1ad4212e35a3___PSU_CG 2289.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1ccfd473-6b3d-47a9-897b-0653d7683d75___PSU_CG 2163.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1ccfd473-6b3d-47a9-897b-0653d7683d75___PSU_CG 2163_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1cee26b4-0ba1-4371-8c7e-c641e6ca311d___PSU_CG 2283_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1cee26b4-0ba1-4371-8c7e-c641e6ca311d___PSU_CG 2283_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/1f675039-385d-4438-b157-db0c95673580___PSU_CG 2100_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/20182b2d-dfda-4ef1-89cc-17856e051b00___PSU_CG 2072_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/20ea80e7-dcdc-4df4-80b0-1c6750effed4___PSU_CG 2281_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/21fe0741-4ff6-4f8f-8969-6b8bdeea58fa___PSU_CG 2278_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/227c893f-5a46-4df3-859d-ba3a74e4cb82___PSU_CG 2277_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/227c893f-5a46-4df3-859d-ba3a74e4cb82___PSU_CG 2277_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/22a98961-90fb-4ff5-a6db-6313fa61f74b___PSU_CG 2125_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2324b02b-1f9d-46a2-82f2-23856019d516___PSU_CG 2382_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2324b02b-1f9d-46a2-82f2-23856019d516___PSU_CG 2382_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2370fa79-6f15-4ae5-a3cb-2d585a0043c2___PSU_CG 2178.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2370fa79-6f15-4ae5-a3cb-2d585a0043c2___PSU_CG 2178_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/23987cfe-9866-46ce-b4ec-49ad82ede267___PSU_CG 2224_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/23987cfe-9866-46ce-b4ec-49ad82ede267___PSU_CG 2224_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2474f9d1-c3b6-4ec6-bb65-b5d1dd7021dc___PSU_CG 2201_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2480c7f8-eb75-4606-bf92-24f09ac52a37___PSU_CG 2380_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/25857136-3515-4433-8129-c26f91e94cbe___PSU_CG 2233_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/263f99b9-9604-42c3-9a7f-687973b8dc79___PSU_CG 2280_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/263f99b9-9604-42c3-9a7f-687973b8dc79___PSU_CG 2280_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/26ea2737-6f69-441b-a5da-7f68ed4e8f5e___PSU_CG 2141_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/271772e3-6aeb-4d46-9233-ad877d12971f___PSU_CG 2317_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/274c03c3-c69a-4182-ba3f-d6e93b2dea0b___PSU_CG 2349_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/274c03c3-c69a-4182-ba3f-d6e93b2dea0b___PSU_CG 2349_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/274c03c3-c69a-4182-ba3f-d6e93b2dea0b___PSU_CG 2349_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2767e072-0e76-4860-abc3-769fb4af3aae___PSU_CG 2257_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/27ebc6ca-9094-46c1-9fa7-35432b9adb93___PSU_CG 2310_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2afd76a3-68f8-42cf-a68a-2f3076168dc0___PSU_CG 2260_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2bd56a9c-3dec-41f7-ab7a-403670ea0462___PSU_CG 2346_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2bd56a9c-3dec-41f7-ab7a-403670ea0462___PSU_CG 2346_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2d053972-2f30-414c-9de9-e37c98e44648___PSU_CG 2104_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2df35be7-ba8c-4ff6-a608-f7c481c59ede___PSU_CG 2202_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2df35be7-ba8c-4ff6-a608-f7c481c59ede___PSU_CG 2202_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2e03280e-123a-4231-a73a-652c57338137___PSU_CG 2053_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2e03280e-123a-4231-a73a-652c57338137___PSU_CG 2053_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2f240e5e-cbb9-406a-98aa-12028411429c___PSU_CG 2123_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2f240e5e-cbb9-406a-98aa-12028411429c___PSU_CG 2123_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2f240e5e-cbb9-406a-98aa-12028411429c___PSU_CG 2123_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2fa22081-5533-4b18-9a8f-671f210db37e___PSU_CG 2092.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2fa22081-5533-4b18-9a8f-671f210db37e___PSU_CG 2092_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2ffd2426-1463-48aa-a3bb-622ece568219___PSU_CG 2137.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2ffd2426-1463-48aa-a3bb-622ece568219___PSU_CG 2137_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/2ffd2426-1463-48aa-a3bb-622ece568219___PSU_CG 2137_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3117475d-3948-45a5-b2c7-630efb8bfab8___PSU_CG 2333.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3117475d-3948-45a5-b2c7-630efb8bfab8___PSU_CG 2333_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3117475d-3948-45a5-b2c7-630efb8bfab8___PSU_CG 2333_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/32a6609d-e858-4da0-a153-b59b4de976b7___PSU_CG 2061_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/33f5422e-7889-4ab4-ab53-93507cc83f78___PSU_CG 2261_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3790abe5-03cb-4d5c-bfaa-9dcbc64debb2___PSU_CG 2402_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3790abe5-03cb-4d5c-bfaa-9dcbc64debb2___PSU_CG 2402_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/38748c94-80b0-4a2b-b330-61d2619f5913___PSU_CG 2081_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/38748c94-80b0-4a2b-b330-61d2619f5913___PSU_CG 2081_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/388f46e3-32d3-45f3-84fd-12cb06feed12___PSU_CG 2119_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/388f46e3-32d3-45f3-84fd-12cb06feed12___PSU_CG 2119_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/388f46e3-32d3-45f3-84fd-12cb06feed12___PSU_CG 2119_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3890da39-cc56-47ae-bc49-547565b69dc0___PSU_CG 2248_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/39dc536a-03ba-4e34-9ade-9618715f4b96___PSU_CG 2106_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/39dc536a-03ba-4e34-9ade-9618715f4b96___PSU_CG 2106_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3b0a3f5d-ff2c-4c7b-a8b9-71d8daa6dd4f___PSU_CG 2097_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3b0a3f5d-ff2c-4c7b-a8b9-71d8daa6dd4f___PSU_CG 2097_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3d028390-f367-423b-b0f7-a44e2cac2393___PSU_CG 2205.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3d028390-f367-423b-b0f7-a44e2cac2393___PSU_CG 2205_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/3ecbb7b8-ad66-4944-886e-de2ae2c2c35e___PSU_CG 2095_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/40f5f8aa-9bba-4e56-8ec0-8a935309c70f___PSU_CG 2211_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/42896f16-bf4c-4db1-b488-08d830dff66b___PSU_CG 2341_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/43f4bccf-0e70-479a-9880-5523f8ffbe9b___PSU_CG 2367.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/453cf1e5-cfb7-4350-8257-c51a47fb36b8___PSU_CG 2111_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/453cf1e5-cfb7-4350-8257-c51a47fb36b8___PSU_CG 2111_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/457f4e02-65b3-4e02-ba87-7f20ab44f89e___PSU_CG 2180_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/457f4e02-65b3-4e02-ba87-7f20ab44f89e___PSU_CG 2180_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/46b3cb66-9265-464f-9b0a-ac23eb72a4a0___PSU_CG 2411_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/47135ee0-8924-4fa2-b9ef-122d0d3eb629___PSU_CG 2194_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/49a98ba1-a1b1-4d4b-85af-29aa6648fc64___PSU_CG 2292.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4a76c13f-3e28-4849-81ef-4cdd6cdcccf4___PSU_CG 2171.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4a76c13f-3e28-4849-81ef-4cdd6cdcccf4___PSU_CG 2171_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4ab5b752-6622-42f2-8743-fa9c9b03e137___PSU_CG 2120.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4ab5b752-6622-42f2-8743-fa9c9b03e137___PSU_CG 2120_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4ab92098-cb26-40ef-b145-fbd1cdde9bd5___PSU_CG 2392.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4c518a8d-6ecc-45c2-b14c-f610a400c950___PSU_CG 2370_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4e35d3db-e33d-493d-80f2-6a3fdce77959___PSU_CG 2135_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/4e35d3db-e33d-493d-80f2-6a3fdce77959___PSU_CG 2135_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/503c6a57-2af3-48ed-b96f-e2cbf6fb5dd1___PSU_CG 2263_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/526552ed-aa23-41e6-a79f-05f8fca5162d___PSU_CG 2090.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/526552ed-aa23-41e6-a79f-05f8fca5162d___PSU_CG 2090_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/526552ed-aa23-41e6-a79f-05f8fca5162d___PSU_CG 2090_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/526f2f56-2290-422d-a454-d576aa72d466___PSU_CG 2057.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/526f2f56-2290-422d-a454-d576aa72d466___PSU_CG 2057_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/54355f0e-7332-4990-b96e-fbff2637f5b7___PSU_CG 2245_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/55117128-4dcf-4b3a-bde6-9f42a18d4b24___PSU_CG 2377.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/55e25156-7b0c-43c6-b6f8-37d0b7097a38___PSU_CG 2347_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/570486a0-abe0-4046-add9-14aab37de620___PSU_CG 2313.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/57b10f20-7819-40b1-924c-b484c42c515f___PSU_CG 2356.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/57b10f20-7819-40b1-924c-b484c42c515f___PSU_CG 2356_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/58ddf6d1-0e20-4c35-944f-d50c922a07d8___PSU_CG 2415_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/58ddf6d1-0e20-4c35-944f-d50c922a07d8___PSU_CG 2415_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/59168647-7103-404e-86b4-2be640a85a98___PSU_CG 2156.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/597f8dc8-681f-49a8-8985-4ba5b181b53a___PSU_CG 2193_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/597f8dc8-681f-49a8-8985-4ba5b181b53a___PSU_CG 2193_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/59e3d4c3-f6fe-4d68-82a5-d509b810b39d___PSU_CG 2303.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/59e3d4c3-f6fe-4d68-82a5-d509b810b39d___PSU_CG 2303_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/59fd6a1e-ee07-415b-a588-50f110301021___PSU_CG 2088_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/59fd6a1e-ee07-415b-a588-50f110301021___PSU_CG 2088_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5ab64087-b61c-48b9-9db7-5c6ce3eeefcd___PSU_CG 2299_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5ab64087-b61c-48b9-9db7-5c6ce3eeefcd___PSU_CG 2299_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5b9b782e-cabd-447c-b690-4b8a29bf7f7e___PSU_CG 2231_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5c049070-cf7f-4508-8e61-c5efb64bca3c___PSU_CG 2326_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5c49d086-dc47-480e-b5b1-0b69bacb66bf___PSU_CG 2241_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5c49d086-dc47-480e-b5b1-0b69bacb66bf___PSU_CG 2241_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5d5ee5fc-35e3-4be9-980e-111679ec95b3___PSU_CG 2170_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5e990ddc-28f3-4624-8498-28f3b10111fd___PSU_CG 2182_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5ecb9930-250d-4fac-9547-e3b5142eec46___PSU_CG 2164_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5ecb9930-250d-4fac-9547-e3b5142eec46___PSU_CG 2164_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5f45109b-365d-47f2-9921-07e576ac9a93___PSU_CG 2314_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5f45109b-365d-47f2-9921-07e576ac9a93___PSU_CG 2314_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5f6523e1-d5f2-44d9-a4a3-ae4a72a8a6cd___PSU_CG 2237.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5fe42ce9-0173-49ba-9cd5-9c4fb3f24883___PSU_CG 2351_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/5fe42ce9-0173-49ba-9cd5-9c4fb3f24883___PSU_CG 2351_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6065503d-0803-4697-90f7-8c7db1ee28ab___PSU_CG 2227_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6065503d-0803-4697-90f7-8c7db1ee28ab___PSU_CG 2227_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6065503d-0803-4697-90f7-8c7db1ee28ab___PSU_CG 2227_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/62416312-84be-45de-98ad-4df14365e38e___PSU_CG 2058.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/629e19d4-c6f5-457f-9e17-80a1e77140fe___PSU_CG 2129_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6374877d-fcc6-4a2a-97de-e4d0c157ffae___PSU_CG 2068_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/65226438-efaa-4bf4-91e7-e459e3528565___PSU_CG 2143_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/658e96ee-271d-442b-876e-a52970ff540f___PSU_CG 2269_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/65d7e8ff-9197-4211-a1b7-850c3a74f740___PSU_CG 2073_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/67076009-be77-4b3f-8de7-bc6f13df64f4___PSU_CG 2209_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/67662638-1bfa-4ff6-8305-2d8544277ef0___PSU_CG 2222_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/67662638-1bfa-4ff6-8305-2d8544277ef0___PSU_CG 2222_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/67ccd0d2-9b55-48a7-b093-a616d9c57845___PSU_CG 2307_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6804695f-56f8-4ff9-90f8-69ee95097463___PSU_CG 2067.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6804695f-56f8-4ff9-90f8-69ee95097463___PSU_CG 2067_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6804695f-56f8-4ff9-90f8-69ee95097463___PSU_CG 2067_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6881c9a5-04b2-41c3-b29f-1ca04bd73967___PSU_CG 2390_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/69bad8a8-c403-4e4b-bff8-1026169bb582___PSU_CG 2109.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/69bad8a8-c403-4e4b-bff8-1026169bb582___PSU_CG 2109_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/69bad8a8-c403-4e4b-bff8-1026169bb582___PSU_CG 2109_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/69d3740b-5aba-47e2-ae2f-46541333c3a5___PSU_CG 2420.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/69d3740b-5aba-47e2-ae2f-46541333c3a5___PSU_CG 2420_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6a2c0438-3207-4998-893a-02ddb3a26081___PSU_CG 2294_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6b15d0fc-1089-4f54-955a-0d1ebbf0ab30___PSU_CG 2364_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6b15d0fc-1089-4f54-955a-0d1ebbf0ab30___PSU_CG 2364_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6b5eed43-832e-4cca-97eb-534b65635d14___PSU_CG 2050_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6b5eed43-832e-4cca-97eb-534b65635d14___PSU_CG 2050_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6c468dae-d392-4435-8d2f-adcadf0425b8___PSU_CG 2276.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6c468dae-d392-4435-8d2f-adcadf0425b8___PSU_CG 2276_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e36029a-1c73-49e6-80b9-5e5cf12f43c1___PSU_CG 2217.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e67c953-5934-439c-8303-e1762793a36a___PSU_CG 2181_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e67c953-5934-439c-8303-e1762793a36a___PSU_CG 2181_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e67c953-5934-439c-8303-e1762793a36a___PSU_CG 2181_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e8fac68-5902-4a78-a5c1-05c1c9dd006f___PSU_CG 2343.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6e8fac68-5902-4a78-a5c1-05c1c9dd006f___PSU_CG 2343_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6ebb483a-d1b6-4d7d-aad1-e717c2a36167___PSU_CG 2286_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/6f341314-6084-4784-a3ba-0a9bdc944366___PSU_CG 2372.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/71aa5741-6923-4593-9a23-bc7f58dc40b2___PSU_CG 2183_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/71aa5741-6923-4593-9a23-bc7f58dc40b2___PSU_CG 2183_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/71ed39c0-f601-4913-aaf0-7719b3cc75b2___PSU_CG 2152.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/71ed39c0-f601-4913-aaf0-7719b3cc75b2___PSU_CG 2152_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/72124620-ccfa-40d7-a518-a0257def7afc___PSU_CG 2335_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/72124620-ccfa-40d7-a518-a0257def7afc___PSU_CG 2335_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/739ccd84-1026-4871-8f5c-2320c205fe2e___PSU_CG 2399_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/739ccd84-1026-4871-8f5c-2320c205fe2e___PSU_CG 2399_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/73be89b4-f57a-4230-a0e4-4a0f50230fc7___PSU_CG 2142_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/73be89b4-f57a-4230-a0e4-4a0f50230fc7___PSU_CG 2142_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/73d4d7e9-6565-468f-83f4-ce0652c23577___PSU_CG 2316_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7569fab7-ac19-4ac4-a01b-b77a4abb0c29___PSU_CG 2350.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/75c566a5-8c20-4294-8138-4f06a3c2df7c___PSU_CG 2158_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/75c566a5-8c20-4294-8138-4f06a3c2df7c___PSU_CG 2158_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/75c566a5-8c20-4294-8138-4f06a3c2df7c___PSU_CG 2158_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/763335af-2beb-4331-b2e5-3f61a4b0b914___PSU_CG 2365_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/763335af-2beb-4331-b2e5-3f61a4b0b914___PSU_CG 2365_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/763335af-2beb-4331-b2e5-3f61a4b0b914___PSU_CG 2365_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/76d665fa-6aec-4c47-adac-069107b3cf46___PSU_CG 2268.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/76d665fa-6aec-4c47-adac-069107b3cf46___PSU_CG 2268_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/78c968a3-8083-4924-b351-3f36569cf33a___PSU_CG 2214_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/79894594-feb4-46ca-830c-5f1cf5b11063___PSU_CG 2063_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/79bc1836-99f1-48ac-a05c-3113b59b1a3d___PSU_CG 2172_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/79f7f0e7-f4c8-4cf4-9c5d-2c4c4675fc04___PSU_CG 2147_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/79f7f0e7-f4c8-4cf4-9c5d-2c4c4675fc04___PSU_CG 2147_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7a6e4837-d63d-465a-abae-ef857bf43e2d___PSU_CG 2117_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7a6e4837-d63d-465a-abae-ef857bf43e2d___PSU_CG 2117_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7c9939ff-c133-460f-a883-26ecb38aa594___PSU_CG 2340_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7d688270-b9e9-41fb-a22a-6af2f6285b46___PSU_CG 2091.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7d688270-b9e9-41fb-a22a-6af2f6285b46___PSU_CG 2091_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7d688270-b9e9-41fb-a22a-6af2f6285b46___PSU_CG 2091_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7d961b54-7557-4800-ae6a-00b6945f99c0___PSU_CG 2293_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7dd798aa-f748-4ac3-9f6d-d4ced4a27403___PSU_CG 2374.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7dd798aa-f748-4ac3-9f6d-d4ced4a27403___PSU_CG 2374_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7dd798aa-f748-4ac3-9f6d-d4ced4a27403___PSU_CG 2374_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7e30ae4f-05e2-4806-ad63-c86fb601d445___PSU_CG 2412.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7e30ae4f-05e2-4806-ad63-c86fb601d445___PSU_CG 2412_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/7e30ae4f-05e2-4806-ad63-c86fb601d445___PSU_CG 2412_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/802d3f0c-8f4d-43ec-8bc9-c8bb43c2f8c2___PSU_CG 2354.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/802d3f0c-8f4d-43ec-8bc9-c8bb43c2f8c2___PSU_CG 2354_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/802d3f0c-8f4d-43ec-8bc9-c8bb43c2f8c2___PSU_CG 2354_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/82a23930-4324-4d3e-b599-9861796f01db___PSU_CG 2366_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/82a23930-4324-4d3e-b599-9861796f01db___PSU_CG 2366_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/830ed62d-ec4b-4df9-97fe-fddf36d7c3cb___PSU_CG 2301_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/847307bc-58ab-45fc-8001-f1e07a38bc82___PSU_CG 2065.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/847307bc-58ab-45fc-8001-f1e07a38bc82___PSU_CG 2065_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/86965ac5-b790-4218-a3c6-216d10da5211___PSU_CG 2066_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/875b2d3c-44cd-440c-8807-8f52b1e7d45a___PSU_CG 2318.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/897f830b-569c-46e0-8c27-1b82504ae77f___PSU_CG 2113_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/89bc4fcf-1c6c-4285-84b5-564fd657e150___PSU_CG 2419_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/89bc4fcf-1c6c-4285-84b5-564fd657e150___PSU_CG 2419_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8a000704-8eda-40bd-b07d-d04634d4fe72___PSU_CG 2238_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8a398af5-59cc-4d7e-9de9-07c5a5bb2cf3___PSU_CG 2116.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8af472ce-108f-4478-807f-cdf8f4cbdceb___PSU_CG 2218_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8af472ce-108f-4478-807f-cdf8f4cbdceb___PSU_CG 2218_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8b43c3f3-73ae-47bc-a620-079ebeeb10a4___PSU_CG 2094_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8b43c3f3-73ae-47bc-a620-079ebeeb10a4___PSU_CG 2094_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8b43c3f3-73ae-47bc-a620-079ebeeb10a4___PSU_CG 2094_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8b75624a-5775-4d44-a2e0-62243632b4a9___PSU_CG 2279.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8b75624a-5775-4d44-a2e0-62243632b4a9___PSU_CG 2279_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8babd25a-f124-4d1f-a57a-5db347b34f0d___PSU_CG 2355_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8babd25a-f124-4d1f-a57a-5db347b34f0d___PSU_CG 2355_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8d37ec47-c16b-4d56-a19e-0cf49690a30a___PSU_CG 2197_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/8e59061b-3802-4297-8724-a001efb95268___PSU_CG 2064_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/91247151-4bae-4d55-a35c-edb9318bdb09___PSU_CG 2139_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9155ae3a-ecb2-4744-b60b-60f96f4e3ba8___PSU_CG 2191_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/932959d9-826b-465f-82d7-8b419d2ad040___PSU_CG 2187_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9492201b-e31b-463f-9ffc-1669b8afc908___PSU_CG 2409_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/94cfe1f8-8f00-48a1-abd2-6a4f8e2a4c55___PSU_CG 2077_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9563b3bb-b942-4d32-9582-0b4021aaf116___PSU_CG 2229_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9586aed6-53c5-4245-8994-a60ac12e422c___PSU_CG 2361_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9586aed6-53c5-4245-8994-a60ac12e422c___PSU_CG 2361_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/96c9cc98-5faf-49ad-826b-11f3ecd64577___PSU_CG 2161_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/97465c93-52c3-4df9-a820-de9ae6f4d03e___PSU_CG 2232_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9752941a-c045-41ef-aa87-55bc29011096___PSU_CG 2138.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9752941a-c045-41ef-aa87-55bc29011096___PSU_CG 2138_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/983cd485-5bc8-46a0-94cc-26c522228508___PSU_CG 2397_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/983cd485-5bc8-46a0-94cc-26c522228508___PSU_CG 2397_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9916341f-9dd9-498f-b553-476d9f2d722e___PSU_CG 2087_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/99879471-2f23-494a-be42-a5817fabde96___PSU_CG 2381_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/99879471-2f23-494a-be42-a5817fabde96___PSU_CG 2381_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/99a4b1cb-e55a-4954-a7c5-ebb0cc57ed2a___PSU_CG 2096_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/99e849b4-3c38-4a96-ba96-14a133861e06___PSU_CG 2151_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9a3a36e0-b0eb-4844-84f5-db08e2d9adef___PSU_CG 2300.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9a3a36e0-b0eb-4844-84f5-db08e2d9adef___PSU_CG 2300_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9c96bbe3-5599-4e31-996f-ae37d75872f5___PSU_CG 2215_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9c96bbe3-5599-4e31-996f-ae37d75872f5___PSU_CG 2215_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9ec78399-de3a-4431-a5fc-e100406c5642___PSU_CG 2275_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/9fb02b86-77fe-450a-a85e-276cf7d1c1fb___PSU_CG 2376_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a0966902-32cd-469a-bf55-9fc7f4761107___PSU_CG 2322_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a142b58c-1713-4e17-a68c-96eaf4b5ae23___PSU_CG 2219_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a142b58c-1713-4e17-a68c-96eaf4b5ae23___PSU_CG 2219_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a142b58c-1713-4e17-a68c-96eaf4b5ae23___PSU_CG 2219_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a374c412-e665-4f38-9e73-49a70fb18b1c___PSU_CG 2378_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a3bfb1c8-d60a-4894-adf8-297035279f47___PSU_CG 2306.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a3bfb1c8-d60a-4894-adf8-297035279f47___PSU_CG 2306_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a3bfb1c8-d60a-4894-adf8-297035279f47___PSU_CG 2306_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a3bfb1c8-d60a-4894-adf8-297035279f47___PSU_CG 2306_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a3f05d12-0e65-4f04-8f7d-5299124eb392___PSU_CG 2204_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a4453e9a-4ede-4377-be38-fd77e9bf16f0___PSU_CG 2308_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a4917ff1-44a6-4f13-bb49-9368acb3a7e9___PSU_CG 2069_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a72414b0-f520-4044-abeb-cd09c28b4a9f___PSU_CG 2267.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a72414b0-f520-4044-abeb-cd09c28b4a9f___PSU_CG 2267_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a75c61c4-b765-42a1-9896-7937b15ed996___PSU_CG 2051_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/a7c7e844-1b1f-4aaf-aa23-abd2bce9f5fc___PSU_CG 2244_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/aab31aa2-ac8f-46a1-9b9b-7b728a776e8d___PSU_CG 2250_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/aab31aa2-ac8f-46a1-9b9b-7b728a776e8d___PSU_CG 2250_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/afd8bd61-a7fe-4ee1-8cf8-afa0c116d751___PSU_CG 2391_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/afd8bd61-a7fe-4ee1-8cf8-afa0c116d751___PSU_CG 2391_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b0ca678e-a79d-457e-8887-952d757b2205___PSU_CG 2266_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b2622141-87e3-4d73-8eb0-21401f3bbab5___PSU_CG 2144.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b32647fc-d502-4bb4-99f6-3003874daee4___PSU_CG 2246_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b32647fc-d502-4bb4-99f6-3003874daee4___PSU_CG 2246_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b386eecb-c3b8-4b92-8352-b3b687c2db15___PSU_CG 2236_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b3937c46-37f8-4216-b0cc-db591b1c3514___PSU_CG 2186_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b455e70e-1ff9-4081-a0bb-6d16c88402e3___PSU_CG 2105.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b455e70e-1ff9-4081-a0bb-6d16c88402e3___PSU_CG 2105_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b529189c-a83d-429e-ae68-5281906cd3a7___PSU_CG 2080_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b5987570-3fbe-4a4c-9790-1d55bcfd2c61___PSU_CG 2288_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b6301c1d-250f-43df-a7e9-ab9d61c1c8b8___PSU_CG 2296_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b637932e-ac61-448a-b0d6-cabd8b444d27___PSU_CG 2407_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b801ed5c-9127-4ce5-b71f-5480620510cf___PSU_CG 2252.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b801ed5c-9127-4ce5-b71f-5480620510cf___PSU_CG 2252_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8853fe7-7194-4ed8-bda6-b5799bf7815e___PSU_CG 2309.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8853fe7-7194-4ed8-bda6-b5799bf7815e___PSU_CG 2309_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8972ee2-b576-4fdd-bb69-f8c43b87471b___PSU_CG 2060.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8972ee2-b576-4fdd-bb69-f8c43b87471b___PSU_CG 2060_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8972ee2-b576-4fdd-bb69-f8c43b87471b___PSU_CG 2060_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8a9c9dd-fbba-41e2-b75d-7fd7f990cda0___PSU_CG 2185_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/b8a9c9dd-fbba-41e2-b75d-7fd7f990cda0___PSU_CG 2185_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ba31b5ca-1a78-46f9-a76a-c203d81077d4___PSU_CG 2401_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ba31b5ca-1a78-46f9-a76a-c203d81077d4___PSU_CG 2401_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ba31b5ca-1a78-46f9-a76a-c203d81077d4___PSU_CG 2401_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/bd533964-8188-49ba-92e8-334cdc4ecb70___PSU_CG 2369.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/bd533964-8188-49ba-92e8-334cdc4ecb70___PSU_CG 2369_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/bd533964-8188-49ba-92e8-334cdc4ecb70___PSU_CG 2369_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/be73ce90-283f-4b17-99bb-57640061c84e___PSU_CG 2167_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/bf950cb4-985f-4174-b32b-9ae2d6e99a84___PSU_CG 2320_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c03d1596-7911-42f1-bbf3-3f3c052b3e76___PSU_CG 2223.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c16ac093-9b9b-4c37-b669-aa68f3cd55cf___PSU_CG 2270.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c16ac093-9b9b-4c37-b669-aa68f3cd55cf___PSU_CG 2270_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c1ca36c4-bffc-494d-9199-0753d7319bce___PSU_CG 2357.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c1ff629a-8390-43a4-88ed-86e462d688a7___PSU_CG 2083_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c1ff629a-8390-43a4-88ed-86e462d688a7___PSU_CG 2083_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c44f307f-dd40-495d-abfa-e2f68dc31ff6___PSU_CG 2312_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c5132603-ce86-45c0-b9f9-d35c07f4057f___PSU_CG 2256_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c5132603-ce86-45c0-b9f9-d35c07f4057f___PSU_CG 2256_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c56876f0-d18b-4a90-86d1-7f90e8e15fac___PSU_CG 2240_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c668017b-5c87-4f2e-90ab-021b81f48b1b___PSU_CG 2272.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c668017b-5c87-4f2e-90ab-021b81f48b1b___PSU_CG 2272_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c7f8e876-66c2-4014-82a4-47d4556bfb7d___PSU_CG 2418_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c9bbf37c-d34f-41b7-9134-e3b81f4e739e___PSU_CG 2145.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c9bbf37c-d34f-41b7-9134-e3b81f4e739e___PSU_CG 2145_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/c9bbf37c-d34f-41b7-9134-e3b81f4e739e___PSU_CG 2145_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ca62b320-b16a-4c41-aae6-0b9492c499f6___PSU_CG 2165_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ccbfedd0-e8d7-4f09-aa7b-98213e408c39___PSU_CG 2216_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/cfd8a28f-7af7-4102-b848-0b6d1b2c60e4___PSU_CG 2404_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/cfd8a28f-7af7-4102-b848-0b6d1b2c60e4___PSU_CG 2404_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d0c853a7-0f78-4c80-b2d4-74a84adb1d91___PSU_CG 2153_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d338ebb0-f140-48c6-b828-7349f43cf866___PSU_CG 2339.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d338ebb0-f140-48c6-b828-7349f43cf866___PSU_CG 2339_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d38e784f-9bbb-4c1f-84d1-3464ff0dbc16___PSU_CG 2103_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d38e784f-9bbb-4c1f-84d1-3464ff0dbc16___PSU_CG 2103_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d5632be7-268d-4781-8986-b71a6449be9c___PSU_CG 2413_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d5632be7-268d-4781-8986-b71a6449be9c___PSU_CG 2413_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d636946f-b3da-4b36-aeb6-f602ef86a245___PSU_CG 2101_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d636946f-b3da-4b36-aeb6-f602ef86a245___PSU_CG 2101_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d8106a03-3742-4e57-9ea7-d634b56c76cf___PSU_CG 2265_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d82c0de0-bd22-464c-b511-1aad0a44f005___PSU_CG 2384_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d82c0de0-bd22-464c-b511-1aad0a44f005___PSU_CG 2384_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/d9812306-9ab7-4c41-8c08-0aaaa0a9db5f___PSU_CG 2056.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/da2bbe3c-5626-46d2-9640-2da89552f113___PSU_CG 2319_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/da2bbe3c-5626-46d2-9640-2da89552f113___PSU_CG 2319_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/db0867bf-ca5a-4dd0-99e0-6d41efaffff6___PSU_CG 2334.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/db9e6f9e-2f4f-47dc-a576-287166ae6386___PSU_CG 2386_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dcbf5ac4-f25b-4e62-999b-44e1892db4ab___PSU_CG 2107_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dccceb76-131a-4ce3-a864-5e46cf863c09___PSU_CG 2336.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dccceb76-131a-4ce3-a864-5e46cf863c09___PSU_CG 2336_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dccceb76-131a-4ce3-a864-5e46cf863c09___PSU_CG 2336_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dd1161b0-ed4e-42f0-a63b-1ff8d9adf3ed___PSU_CG 2405.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dd1161b0-ed4e-42f0-a63b-1ff8d9adf3ed___PSU_CG 2405_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dd1161b0-ed4e-42f0-a63b-1ff8d9adf3ed___PSU_CG 2405_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/dd1161b0-ed4e-42f0-a63b-1ff8d9adf3ed___PSU_CG 2405_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e03cb55d-6525-4186-a318-5c06c0691642___PSU_CG 2353_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e10f2f79-91b8-4210-95a3-f1fe50d109e2___PSU_CG 2295_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e19ffd2f-e299-49c2-b445-270a938fc4e7___PSU_CG 2251_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e1c99066-9ee5-4424-8701-9ee9bea5e229___PSU_CG 2284.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e8900c28-b9e9-41d4-b8f6-5c4be8db1296___PSU_CG 2352_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e8900c28-b9e9-41d4-b8f6-5c4be8db1296___PSU_CG 2352_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e8900c28-b9e9-41d4-b8f6-5c4be8db1296___PSU_CG 2352_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e8c8a6a2-f3e4-4b4d-986b-76031a36abf4___PSU_CG 2371_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e8c8a6a2-f3e4-4b4d-986b-76031a36abf4___PSU_CG 2371_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/e98b0937-0e74-4bc9-bfa5-9018ce0498d2___PSU_CG 2298_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ebf036fa-436b-42aa-8a34-0b0f188bc54a___PSU_CG 2134_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ebfce9c7-8727-4218-9e7b-cd4f2ff50177___PSU_CG 2112_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ee1d7f40-d80c-4cac-9cd3-1a687431496e___PSU_CG 2282_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/ee5d3bda-66ef-4de8-878d-e345c3eae676___PSU_CG 2086_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/eeeb214a-2f7d-4e91-991f-003a3a9508be___PSU_CG 2078.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/efc00b83-9c44-48f5-b6ff-3acc4f5b0875___PSU_CG 2345.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/efd2cbd0-24dc-4c09-92b1-37963ae84721___PSU_CG 2379_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/efd2cbd0-24dc-4c09-92b1-37963ae84721___PSU_CG 2379_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f12723c6-e944-4473-9cb1-19ba52417fe7___PSU_CG 2362_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f16eeb0f-5219-4a81-9941-351b3d9ba5fc___PSU_CG 2089.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f32568bd-2f68-4cbc-b083-4d9084858436___PSU_CG 2155.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f32568bd-2f68-4cbc-b083-4d9084858436___PSU_CG 2155_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f3d26b9f-7999-4b20-8503-0e1d3a878742___PSU_CG 2304_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f404ec4e-80d9-4392-900e-43a28f689145___PSU_CG 2323_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f464b52d-2c7e-4086-abdb-99a2c5e1a9da___PSU_CG 2174_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f5d2043f-a274-431f-accc-1a3e1a7df172___PSU_CG 2400.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f5d2043f-a274-431f-accc-1a3e1a7df172___PSU_CG 2400_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f600fd06-c834-4305-83b2-ee1bd08cea49___PSU_CG 2235_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f600fd06-c834-4305-83b2-ee1bd08cea49___PSU_CG 2235_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f6c12455-7dce-40b2-9d33-36bff9caa4ea___PSU_CG 2192_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f7066d3e-694d-44a0-a42a-a8fb1eb52ff7___PSU_CG 2190.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f7066d3e-694d-44a0-a42a-a8fb1eb52ff7___PSU_CG 2190_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f7066d3e-694d-44a0-a42a-a8fb1eb52ff7___PSU_CG 2190_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f7100402-ba19-464b-8952-fcfe92a706c0___PSU_CG 2132.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f7100402-ba19-464b-8952-fcfe92a706c0___PSU_CG 2132_new30degFlipLR.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f73758a1-230b-49a7-87ae-7265232b6b67___PSU_CG 2128_270deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f833998e-f306-4f40-b702-3d4ab8f4ad27___PSU_CG 2331_90deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f85cef40-132b-4be8-8781-d8e5c14c7f22___PSU_CG 2242_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f90809d6-8b8d-4a7d-81df-c0d708ed9bb4___PSU_CG 2176_newPixel25.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/f983209a-7b7c-43f3-b86a-bd9bc7e29c96___PSU_CG 2287_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases Dataset(Augmented)/valid/Tomato___Tomato_mosaic_virus/faaab5c4-517e-4417-b471-fa1d762e35c4___PSU_CG 2173_180deg.JPG \n"," inflating: new plant diseases dataset(augmented)/New Plant Diseases 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test/test/TomatoYellowCurlVirus2.JPG \n"," inflating: test/test/TomatoYellowCurlVirus3.JPG \n"," inflating: test/test/TomatoYellowCurlVirus4.JPG \n"," inflating: test/test/TomatoYellowCurlVirus5.JPG \n"," inflating: test/test/TomatoYellowCurlVirus6.JPG \n"]}]},{"cell_type":"code","source":["!pip install torchsummary\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"hO72MMI4L00e","executionInfo":{"status":"ok","timestamp":1684247832010,"user_tz":-330,"elapsed":5455,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"0a8f3ece-5bd5-41ea-eecf-97acea4cee78"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Requirement already satisfied: torchsummary in /usr/local/lib/python3.10/dist-packages (1.5.1)\n"]}]},{"cell_type":"code","source":["import os # for working with files\n","import numpy as np # for numerical computationss\n","import pandas as pd # for working with dataframes\n","import torch # Pytorch module \n","import matplotlib.pyplot as plt # for plotting informations on graph and images using tensors\n","import torch.nn as nn # for creating neural networks\n","from torch.utils.data import DataLoader # for dataloaders \n","from PIL import Image # for checking images\n","import torch.nn.functional as F # for functions for calculating loss\n","import torchvision.transforms as transforms # for transforming images into tensors \n","from torchvision.utils import make_grid # for data checking\n","from torchvision.datasets import ImageFolder # for working with classes and images\n","from torchsummary import summary # for getting the summary of our model\n","\n","%matplotlib inline"],"metadata":{"id":"J3y8wVr6MBpW"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["data_dir = \"New Plant Diseases Dataset(Augmented)/New Plant Diseases Dataset(Augmented)\"\n","train_dir = data_dir + \"/train\"\n","valid_dir = data_dir + \"/valid\"\n","diseases = os.listdir(train_dir)"],"metadata":{"id":"7-_TOOkKMEor"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# printing the disease names\n","print(diseases)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"kxh9d2RTMO8v","executionInfo":{"status":"ok","timestamp":1684247838875,"user_tz":-330,"elapsed":11,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"0a175679-a639-40f1-b9c5-ece4526e9b77"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["['Tomato___Late_blight', 'Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot', 'Tomato___Early_blight', 'Grape___Esca_(Black_Measles)', 'Apple___healthy', 'Strawberry___Leaf_scorch', 'Apple___Cedar_apple_rust', 'Grape___healthy', 'Peach___Bacterial_spot', 'Corn_(maize)___Common_rust_', 'Squash___Powdery_mildew', 'Tomato___Septoria_leaf_spot', 'Raspberry___healthy', 'Orange___Haunglongbing_(Citrus_greening)', 'Tomato___Leaf_Mold', 'Corn_(maize)___healthy', 'Corn_(maize)___Northern_Leaf_Blight', 'Potato___Late_blight', 'Cherry_(including_sour)___healthy', 'Apple___Black_rot', 'Soybean___healthy', 'Peach___healthy', 'Tomato___Target_Spot', 'Tomato___Tomato_mosaic_virus', 'Grape___Black_rot', 'Potato___Early_blight', 'Blueberry___healthy', 'Tomato___healthy', 'Grape___Leaf_blight_(Isariopsis_Leaf_Spot)', 'Tomato___Tomato_Yellow_Leaf_Curl_Virus', 'Pepper,_bell___healthy', 'Tomato___Bacterial_spot', 'Strawberry___healthy', 'Apple___Apple_scab', 'Cherry_(including_sour)___Powdery_mildew', 'Tomato___Spider_mites Two-spotted_spider_mite', 'Pepper,_bell___Bacterial_spot', 'Potato___healthy']\n"]}]},{"cell_type":"code","source":["print(\"Total disease classes are: {}\".format(len(diseases)))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7gQU9I_OMVc1","executionInfo":{"status":"ok","timestamp":1684247838876,"user_tz":-330,"elapsed":9,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"fd91e996-fa08-4d3d-9485-d37cd8e80230"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Total disease classes are: 38\n"]}]},{"cell_type":"code","source":["plants = []\n","NumberOfDiseases = 0\n","for plant in diseases:\n"," if plant.split('___')[0] not in plants:\n"," plants.append(plant.split('___')[0])\n"," if plant.split('___')[1] != 'healthy':\n"," NumberOfDiseases += 1"],"metadata":{"id":"4uyK20OWMZ73"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# unique plants in the dataset\n","print(f\"Unique Plants are: \\n{plants}\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3sxr0cOsMa9y","executionInfo":{"status":"ok","timestamp":1684247843455,"user_tz":-330,"elapsed":6,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"4b1b5da0-4aaf-46fb-dad0-758d4f5d8575"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Unique Plants are: \n","['Tomato', 'Corn_(maize)', 'Grape', 'Apple', 'Strawberry', 'Peach', 'Squash', 'Raspberry', 'Orange', 'Potato', 'Cherry_(including_sour)', 'Soybean', 'Blueberry', 'Pepper,_bell']\n"]}]},{"cell_type":"code","source":["# number of unique plants\n","print(\"Number of plants: {}\".format(len(plants)))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ynZCoDE4MdRe","executionInfo":{"status":"ok","timestamp":1684247845511,"user_tz":-330,"elapsed":4,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"ecda4282-ed0a-46c9-ad4c-bc337654ea5f"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Number of plants: 14\n"]}]},{"cell_type":"code","source":["# number of unique diseases\n","print(\"Number of diseases: {}\".format(NumberOfDiseases))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"KepU_QcDMfgO","executionInfo":{"status":"ok","timestamp":1684247846984,"user_tz":-330,"elapsed":3,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"23cc592d-5086-4842-a7ce-04ca23513afe"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Number of diseases: 26\n"]}]},{"cell_type":"code","source":["# Number of images for each disease\n","nums = {}\n","for disease in diseases:\n"," nums[disease] = len(os.listdir(train_dir + '/' + disease))\n"," \n","# converting the nums dictionary to pandas dataframe passing index as plant name and number of images as column\n","\n","img_per_class = pd.DataFrame(nums.values(), index=nums.keys(), columns=[\"no. of images\"])\n","img_per_class"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"T8YrIsQyMhxi","executionInfo":{"status":"ok","timestamp":1684247849043,"user_tz":-330,"elapsed":705,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"74fc5329-f586-4317-9519-db7be5d93e48"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":[" no. of images\n","Tomato___Late_blight 1851\n","Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot 1642\n","Tomato___Early_blight 1920\n","Grape___Esca_(Black_Measles) 1920\n","Apple___healthy 2008\n","Strawberry___Leaf_scorch 1774\n","Apple___Cedar_apple_rust 1760\n","Grape___healthy 1692\n","Peach___Bacterial_spot 1838\n","Corn_(maize)___Common_rust_ 1907\n","Squash___Powdery_mildew 1736\n","Tomato___Septoria_leaf_spot 1745\n","Raspberry___healthy 1781\n","Orange___Haunglongbing_(Citrus_greening) 2010\n","Tomato___Leaf_Mold 1882\n","Corn_(maize)___healthy 1859\n","Corn_(maize)___Northern_Leaf_Blight 1908\n","Potato___Late_blight 1939\n","Cherry_(including_sour)___healthy 1826\n","Apple___Black_rot 1987\n","Soybean___healthy 2022\n","Peach___healthy 1728\n","Tomato___Target_Spot 1827\n","Tomato___Tomato_mosaic_virus 1790\n","Grape___Black_rot 1888\n","Potato___Early_blight 1939\n","Blueberry___healthy 1816\n","Tomato___healthy 1926\n","Grape___Leaf_blight_(Isariopsis_Leaf_Spot) 1722\n","Tomato___Tomato_Yellow_Leaf_Curl_Virus 1961\n","Pepper,_bell___healthy 1988\n","Tomato___Bacterial_spot 1702\n","Strawberry___healthy 1824\n","Apple___Apple_scab 2016\n","Cherry_(including_sour)___Powdery_mildew 1683\n","Tomato___Spider_mites Two-spotted_spider_mite 1741\n","Pepper,_bell___Bacterial_spot 1913\n","Potato___healthy 1824"],"text/html":["\n","
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\n"," \n"," \n"," \n"," no. of images \n"," \n"," \n"," \n"," \n"," Tomato___Late_blight \n"," 1851 \n"," \n"," \n"," Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot \n"," 1642 \n"," \n"," \n"," Tomato___Early_blight \n"," 1920 \n"," \n"," \n"," Grape___Esca_(Black_Measles) \n"," 1920 \n"," \n"," \n"," Apple___healthy \n"," 2008 \n"," \n"," \n"," Strawberry___Leaf_scorch \n"," 1774 \n"," \n"," \n"," Apple___Cedar_apple_rust \n"," 1760 \n"," \n"," \n"," Grape___healthy \n"," 1692 \n"," \n"," \n"," Peach___Bacterial_spot \n"," 1838 \n"," \n"," \n"," Corn_(maize)___Common_rust_ \n"," 1907 \n"," \n"," \n"," Squash___Powdery_mildew \n"," 1736 \n"," \n"," \n"," Tomato___Septoria_leaf_spot \n"," 1745 \n"," \n"," \n"," Raspberry___healthy \n"," 1781 \n"," \n"," \n"," Orange___Haunglongbing_(Citrus_greening) \n"," 2010 \n"," \n"," \n"," Tomato___Leaf_Mold \n"," 1882 \n"," \n"," \n"," Corn_(maize)___healthy \n"," 1859 \n"," \n"," \n"," Corn_(maize)___Northern_Leaf_Blight \n"," 1908 \n"," \n"," \n"," Potato___Late_blight \n"," 1939 \n"," \n"," \n"," Cherry_(including_sour)___healthy \n"," 1826 \n"," \n"," \n"," Apple___Black_rot \n"," 1987 \n"," \n"," \n"," Soybean___healthy \n"," 2022 \n"," \n"," \n"," Peach___healthy \n"," 1728 \n"," \n"," \n"," Tomato___Target_Spot \n"," 1827 \n"," \n"," \n"," Tomato___Tomato_mosaic_virus \n"," 1790 \n"," \n"," \n"," Grape___Black_rot \n"," 1888 \n"," \n"," \n"," Potato___Early_blight \n"," 1939 \n"," \n"," \n"," Blueberry___healthy \n"," 1816 \n"," \n"," \n"," Tomato___healthy \n"," 1926 \n"," \n"," \n"," Grape___Leaf_blight_(Isariopsis_Leaf_Spot) \n"," 1722 \n"," \n"," \n"," Tomato___Tomato_Yellow_Leaf_Curl_Virus \n"," 1961 \n"," \n"," \n"," Pepper,_bell___healthy \n"," 1988 \n"," \n"," \n"," Tomato___Bacterial_spot \n"," 1702 \n"," \n"," \n"," Strawberry___healthy \n"," 1824 \n"," \n"," \n"," Apple___Apple_scab \n"," 2016 \n"," \n"," \n"," Cherry_(including_sour)___Powdery_mildew \n"," 1683 \n"," \n"," \n"," Tomato___Spider_mites Two-spotted_spider_mite \n"," 1741 \n"," \n"," \n"," Pepper,_bell___Bacterial_spot \n"," 1913 \n"," \n"," \n"," Potato___healthy \n"," 1824 \n"," \n"," \n","
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\n","
\n"," "]},"metadata":{},"execution_count":14}]},{"cell_type":"code","source":["# plotting number of images available for each disease\n","index = [n for n in range(38)]\n","plt.figure(figsize=(20, 5))\n","plt.bar(index, [n for n in nums.values()], width=0.3)\n","plt.xlabel('Plants/Diseases', fontsize=10)\n","plt.ylabel('No of images available', fontsize=10)\n","plt.xticks(index, diseases, fontsize=5, rotation=90)\n","plt.title('Images per each class of plant disease')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":433},"id":"4UOl5U4uMkRq","executionInfo":{"status":"ok","timestamp":1684247853673,"user_tz":-330,"elapsed":1800,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"17bf1083-cb6f-4770-dac4-230c634afa98"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0.5, 1.0, 'Images per each class of plant 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XLlrU6kil5PIqAgADbjC9y8+f95qKa1fbs2aPPPvvM/L04Y8YMqyNJSroYdMWKFVq7dq0CAwNt8d1l120lSQcPHlThwoX19ttvmxfR2kH9+vW1fft2Pffcc2rVqpXVcSQljXHavHlzNWvWzDa/E5Pt3r1bc+fO1cyZM3X8+HFzbCkr2fE4MD2hRQxSTVxcnBo0aKD69etLSjpJbYcr+ySZA3vaiR376E/WvHlzW/0H1a9fP23evFl//vmnDMPQgQMH1Lt3b6tjSZJy5MihFStWmI/tcvIwuZsFb29v9ejRw+I0SW4dKM9O/bROnTrV7JP4zJkz+v333y1vgpt8JeaxY8ds1Y/6zQPszpgxw/LtJCVdcShJFy9eVKZMmeTp6WlxoiTh4eGKiorSsWPH5HA4VLFiRasjSZL279+v/v37S0r6v9oOXZMl/+ioXr26JOn333+3xRhzdv7eSr6gI/n+Y489ZnGiJPnz51fTpk3lcDj01FNPqXTp0pbmsfM+vNMJnWnTpqlLly4WpEli1+1l12PB5KtXHQ6HqlWrZnGaJNHR0ea4d8ndsNjFnbbR1KlTLT9+/v3337Vhwwbz/qOPPmppHunvv8WoqChJskUr1ltbv9jps2W38UU+//xznT592mmaXQa8XrBggfbt26cvvvhCDodDL7zwgtWRJCV95osXL66ZM2eqSJEitjhutuu2kqR169apQYMGkpK6Ha5bt67FiZIKV3ny5NHYsWMl2ec7wtPT0xa/We/k6aef1vXr1+VwOFS7du3bvjf+a3Y9DkxPHEby2RTgXxo2bJg5WGXyQb8dTu5I0uTJk9WpUyfbjLUwefJkHTt2zDyZ6XA4bNNkMvlE682s/k/r0KFD+uGHH1SlShU5HA4FBwfb4seIJJ09e9ZsStqyZUvlyJHD4kRJP7rfeecdWw6wdnMzV9zbwIED5XA4dOnSJe3cuVNr1qyxOpIkaeTIkXrppZfk7e2tadOmWd6PrZT0/0/Pnj314osvKiAgwDZXq93avZYdLlCIi4tTQkKCbj78y5w5s4WJkhQoUECVKlVS7dq1zcFQ27VrZ3GqJHb93oqLizMv6KhVq5atLuiwG7vuwzsZOXKk5Sel7bi97Hgs+PXXX+vZZ5/VDz/8oIkTJ6pp06Zq27atpZmkpJYByeMFJP8ms/ozdS8jRozQsGHDLM1w6tQpzZ8/3zzRmiNHDlsMzH1zl0h20L59+9t+J9rl9/7Nn6Pw8HBFRkZammf79u1OY7lJdy5EWuHWi1QdDoflXYBJ0quvvqpWrVrpyy+/1KFDh2zx2bLrtpKkF198UW3btpXD4dCsWbNs8ftnxIgRWr9+vYoVKyYvLy/9+uuvWr16tdWx9O677+rPP/+Un5+fJPtcPCslXVD41FNPaeTIkSpZsqQtehWy43FgekKLGKSaAQMGyK51PbuNtfDCCy8oPj7eqWhlFwsWLFB8fLy8vLz0xx9/KGfOnFZH0rvvviuHw6Fff/3V3F52KVxFRESoU6dO5v3kvomt5HA4tG3bNtsNaHtzkc9uA+XZrVgrybySSJLeeustC5M4279/v7Jnzy5PT0/FxMRYHUdSUr/g3377rYYMGWKrQXe7d+9uuxMWY8aM0V9//eU0zepMkvTHH39o6dKlWr58uYKDg23zA8mu31u3XtCxbt06W/y/aMcBUe26D+3KrtvLjseCK1as0LPPPqvp06dr4cKF6tatmy0KMV27dtXw4cPVpk0bW7QstLvklgvJn/vPP//cFmN5JP8tTpkyxTZ/i8knek+dOqUrV67Y6jes3cYXmTx5sry8vNSuXTuzta9dJLfuuJkdjrsOHTqkDz74QAMHDrTNbx+7bispqcuo5HFN7fDbVUq6OG7QoEEaPXq0JPvkWr9+vQYPHmyrLtySLV26VBkyZFBwcLBWrlxpeSHGrseB6QmFGKSa8PBw251wSpY81sLHH39siz4XJ02adNuXm9U/Jm82aNAg9e7dW0OGDJGnp6dmz55taZ5b+02300F/1qxZVaVKFUmyRT+2yWrWrHnbgLbJBTar2OkE+a3sVqyVkrphcTgcunHjhi5cuGB1HFOXLl0UFhYmT09PyweyTRYSEqJt27apdevWtmk5JNnzhMWIESMkSTExMYqLi7M4zd8yZMigoKAgZcqUSRcvXrTNRQp2/d6y6wUddjqWSWbXfXirxMREeXh4KCgoyNIcdt1edjwWvHLlii5duqQsWbIoQ4YMtjrB06JFC82cOVMHDhxQpUqVbNPFaUxMjDku5u+//65HHnlEderUsTRToUKFFBQUZLvvU7v+Lfbr109btmxRkSJFtH//frNLN6sljy/icDjM8UWsPGE+e/ZsnT59WjNnztTkyZNVsWJFDRgwwLI8Nxs2bJhu3LihX375xTbHp1JSrpMnTypv3rx69tlnJf39PWFlJjtuK0lau3atunTpou7duysxMdE23/OnTp3SiBEj5OXlZYsxwCTp0UcfVWBgoNkixk6io6P1zjvvaMqUKfrtt9+sjmPb/3vSE7omQ6q6cuWKlixZIkl67rnn5Ovra3Giu7OyD+5Dhw5JklMxJiQkxJIsd9K1a1eVKVNGTz31lGbPnm2LEytbt27VrFmzdOXKFUn2KfJNmzZN33//vRwOh2rWrKmXXnrJ6kh3ZYfuTsaNG6cvv/xSmTNn1unTp7Vjxw5L8yR77bXXdPToUX388ccaNGiQxo8fb3Uk7d+/X15eXvL29jZPWlhtz549kuTUraJdmuffasKECeY4KFay4wmLjh07KkeOHMqQIYMcDofGjBljdSSVK1dOxYoVU9OmTeXj4yOHw2GLlnySPb+3kgu1kr0u6LBj96aSPfehJA0fPlzDhw9XQkKCwsPDbTPAtF23l92OBefPn6+FCxdq9OjRKlKkiG3+30m2d+9ezZ49W1u2bNHKlSutjiMp6f+fSZMmKSYmRmPGjLFFS/LIyEin8e8cDoctWsRI0pIlSzRnzhxdvHhRXl5eWrx4sdWR1KdPH2XOnFmjRo3Sm2++qb59+1odyTxZf+zYMX300Ud67rnnVKZMGatjSUrqdmjmzJk6d+6crU5wdu3aVceOHdMTTzyhbdu26euvv7Y60h3Z4ferXbfVgAEDVLduXZ0+fVqbNm3SpEmTrI5k2rVrlxwOh23GF0nuVtFuQyhI0unTp3XhwgUVKlRIu3btUsmSJfXjjz/qf//7n2WZ7HocmF7QIgapqnPnzmZTus6dO1vekuJerOxSJyQkRLNmzdLixYvl4eGh5557zlaFmOrVq+vgwYMqXbq0ihQpYnUcSdKHH36o4OBg9e/f3xY/2pI1atTILOhZPbDa/dih7h4TE6M6depoxIgRevPNN62OY7r5RHRyEcbqAZO//PJLW53QkZKukLn15K/VP47u5urVq1ZHkCQlJCSoevXq5gkLOyhRooT69OljdQwnyYNuX7p0SZcuXbJNSz7Jnt9bN7cOuPkEotUWLFggwzC0detWSVKFChUsTpTEjvtQSto+EydO1IEDB2zTwlCy7/ay27HgCy+84DRwc/L/2VYfP0hJ2YoXL64XX3xRr7/+uqVZbjZhwgT16tVLHh4e+vDDD62OI0kqWbKkJOcL5Ozi22+/VfHixTVw4EDbnGQtVKiQEhIS1LFjR9sca02ZMkWRkZEaMWKEOnTooIkTJ1p+HmLcuHHatGmTOfaDXS6qSpY1a1aVKlVKQ4cO1cSJE62OY2t23VZ//fWXJk+erJkzZ2r9+vVWx5H09wU5Nxe27XBBzp3Gz7HD/9WSFBAQoICAAEl//3/03XffWVqIsetxYHpBIQapqlChQmrSpIkkKSoqytowNrdlyxYtXLhQUtIJlTZt2lic6G9169bVihUrNHPmTNt0sxAUFKRr167Jw8PDHIDUDsaPH6833nhDUlKXc3a4stzOAgIClJiYqNdff12//vqr1XHuyerxT2bOnKlVq1bJz8/PNgexbdu2dfrRbafm+XZlxxMWX331lQ4cOKDMmTNLskd3UmFhYXecPm7cOMuLfXb83jp79qw2bdqkGjVqaPTo0apTp45tLujo3LmzHn30UUnSRx99pI8++sjiRPbch8kDSS9fvlz58+fX5s2bVa5cOYtTJbHj9pLseyx4K6uPH6Sk1jq3svqkU/IJutOnTytLlixq06aNLY5tqlWrplWrVmnatGny8PAwx360g5w5c+ry5cv68ccftW/fPqvjSJK6deumo0ePqk2bNvLx8bE6jiTJ09PTvF+hQgXNnTvXwjRJKleurFdfffW26cuXL1ft2rUtSOQs+f+b5557Tnny5LE4zd3ZoTBq12316aefKi4uTlmyZNFrr70myfrPl51afd2PHf6vtiu7HgemFxRikGqaNWumffv2aePGjTIMQ2fOnNGoUaOsjqVffvlFuXPnvu0qFCv74N69e7ccDoctuqi5k4iICN24cUO1atXSypUr1a5dO6sjqXXr1vLy8tKECRNUs2ZNq+OYzp49a963U4sYwzB09OhR5c2b17yi/Mknn7Q6lgYPHqzr169r586d6tWrl9VxbG3Xrl23TbO6mfKKFSsUExPjVICx+iT56tWrlSdPHhUrVsxp+q2PrWLHExYzZ860OkKK2eEHuB2/t8aNG6e+ffuqZ8+e+vbbb9W5c2e1bt3a6liSpNy5c5td1QwePNjiNEnsuA+Tr3q89Wp8O7Dj9pLseyyYVlh90mnBggVKSEgwT5onJCRYmudms2fP1meffSbDMNS5c2fVqFHD6kiSksZgzZAhg2bNmmWb7o979eqly5cv6+OPP1bXrl31wQcfWB1Jfn5+qlu3riIiIiRJly9ftjiRzDFEb7VlyxZbFGKef/55/fbbb/rqq6905MgRq+OYXU7eLFOmTGrRooUFaZzZbVsly5gxozJmzChJ5rkuqz9f/fv3159//imJgd7/Dat//9j1ODC9oBCDVHO36rfVJw7feecdZcqUyamv3+LFi1vaBcQXX3yhXLlyafXq1ZKkXLlyWZblTgIDA2UYhtq1a2ebg42jR49q27ZtevvttzVv3jyr45hatGihJk2a2O4Kupt/JPXo0UMffPCBQkNDrY6lIUOGKDo6WrNnz1ZERITeeustqyPdldUDJt+J1c2Uu3btqtOnT+uHH35QXFycLU4cTps2TRkyZFCrVq3MafXq1XPqLsZKdjxhsXjxYu3atUsffvihRo0apSFDhlgdydbs+L0VFBSk//3vfypZsqQ8PT2VJUsWqyNJ+ntMpI4dO8owDO3fv9/qSJLsuQ+rVaummTNnmhe7fPbZZxYn+psdt5dkz2PBK1euKFOmTE737Xj8YBf9+vUzu9gaNGiQxo0bZ3GipP2WN29eHT16VJJsdcX76tWrFRUVpYkTJyoyMtIW3T16enqaLTD9/f0tTpPk1u73kltiWt06wM569+4tLy8vPf744xo7dqzZStMqtw40nzyOR9H/Y+++A6qs+/+PP6/DciBBmRBl3t9ypOBKMc2caZqKlrk1MTMXZGqKW6Q0S8xVLtxiYoALyZGYW3OkZCrlSHKRo+EAZcj5/XF+50oUrLtb/HyE9+Of4NT35vU94zqf6zPe73LlFCX6i27Plc50OGWfkxMnTlC6dOlsj+nwXW3vv3q7ChUqKF9413UcmF/IQozIc6onDps0acKsWbOIiYnRpqdBSEhIjo/r0uSzXr16ODg48Nprr2nTYG358uXmjdH+/fu12B0DULlyZZYvX86WLVsoWbKk6jgmHW+SAK5du0bZsmUBzB08quXW9Fqnev066d69O506ddLm9QsKCmLq1KlcvnzZfP10ouNn8eTJk+b16tq1a4rT2Cxfvpwnn3zyrpN7Opzk0/G6tWfPHtq1a8fp06dp27YtZ86cUR0JsH0eb+9fY2dvpKyKjq8hwA8//GD+fOjQITp27KgwzV90fb50HAtOnDjRvK8YO3YsH330kbbjBx0mnW7f9X79+nWFSf5inwC2v446jSN2795NiRIlAMxd5qq5uLiQmJjI559/zh9//KE6zj2pPh2QE9U73e2KFSuGu7s7gBYntu09PC5dukRqaqpWn0Pdnqt70eH9FRYWxr59+8zfdTgRs2LFirvm2XT4rr5zM7t9rlL197Wu48D8QhZiRL7Xvn17WrRowY0bN3I88qoTXfoHVK5cmYMHD7Jq1SoOHjyoOg4AhQsXBiArK4vffvtNcZq/TJo0iXfeeYeYmBiuXLlCRESE6kiAvjdJhmGQnJxMXFyc8hIZdndOGuo08L+TDoPratWqaTH5ZffSSy9Rs2ZNEhIStLzG6/hZNAyDGzducPjwYc6fP686DmArl3br1i2aNWtmPta3b18tTvLpeN3as2dPjo+r3v2bW5+aZcuWKd0Eo+NrCHD16lXmzZuHYRjZSp2qpuvzpdtYsG3bthw9etQsJap64uR2U6dONcuJzJgxg759+2ox6VS7dm1at26NYRj4+/urjgPk3MQZ1PfUAXB0tE3XXLlyRZvP4rhx49i4cSNWqzVbxQmR3dq1a+96rFmzZjn2jVGhePHibNu2jUGDBmGxWFTHAf46VVumTBmOHz+uTRl3HZ8rsJWM3rdvH8OHD2fZsmV06NBBi/fX2bNntVh8uZ2OvVfBtkE7MzOTgwcParUAqes4ML+QhRiR53SYOBwzZoyWX+q6GjVqFB4eHrRo0YIFCxZo0Ty2efPmTJs2jVatWtGvXz/VcUy//vorERER9O/fX4uSQ3a63iSFhoaydOlSzpw5o82x7lKlSrFnzx4iIiLMifz58+crTgVpaWkkJCSQlpYGQN26dZUfUwbbgnGTJk149NFHMQxDi4aoQUFBnDt3Dj8/P/bt20fdunVVRzLp+Fl8//33mTFjBhEREYwfP151HAAmT57MzJkz8fX11e5kk47XrdzouPtXB7q+hjNmzODrr782f9aFrs+XbmPB6OhoDh06hIeHByVLliQ9PV11JNPp06fNn3/55ReFSbJ78803efPNN1XH+Ed0mHzq1q0bkyZNonfv3gwZMkR1HAA2b97MqlWrSEtLIzo6Wosx85UrV3I8daxyHuLSpUtkZWXdNXHv4uKiKFF2w4cPp3Xr1litVsqXL686DmDrG1W/fn0+/PBDPv30U9VxTDo+V5DzKVEd3l/ly5fn888/x83NDUCLfsOHDx8mIyNDy9MdgYGBnD9/Xqv7WF3HgfmFLMSI++rQoUPs3buXHj16EB8fT6NGjbSYONTxS/3mzZt3HW3Vpbm0u7u7NiV07Bo1aoSvr682fSnsunfvzpkzZyhdurRZQufixYtmGQEV7KW27Dcfmzdv1qZe6+nTp/nzzz9JS0tj8uTJyssE2s2ZMwcvLy+Cg4NZtGiR6jiA7b1Vq1Ytc8BYt25dLXbbZmZmsmHDBtUxsnF1daVixYqMHj2asLAw1XGy0XHC4qeffsLNzS3bDjrVnnnmGYYPH86mTZvMBVEdbkRA3+vWw0T1phxdX8P9+/cTFxdHamqqNtcH0Pf50nEsOHfu3Lt68unAwcGBUaNGYRgGWVlZquOYPv74Y1auXEnRokW5fPkyhw4dUh1Ja+XLl6dv376kpaVx9epV1XEA23s+PDxciwlfu48++ohHH330rsUqlacDAgIC+Pjjj7U4oZCTRYsWsW7dOgzD0GZj1bPPPsutW7d4++23takUAno+V6DfKVG7jRs3EhAQoNU1QueeJ8WKFdPuPlbXcWB+IQsx4r6aNm2aOVH41Vdf0ahRIy0mDnX8Uu/duzdPPPEEvXv3Nkt56NJcumzZsixevJjDhw/j5+enOg4AnTt3xtPTExcXFwzD4KOPPlIdCbD107F74403AJg1a5bSLyt7qa3b+57oYtSoUYSGhmo1MANbOZGbN29isVi4cOGC6jgAVK9ePcdeC6qdOHGCjz/+2NzlpMMpD/upvVatWmnVZBf0nLDQsc8CwMCBA8nMzKRx48bEx8drsYMO9Lxu6bj71+78+fMcOHCAFi1akJCQQJUqVZS/x3R8DeGvTQBDhgzRZhMA6Pt86TgW1LEPGNj6TiYmJgJotYP7119/pWnTpoSGhmqzOS43OtzDdujQgQYNGpjvedUbFFJTUylbtiwpKSlm2TQdZGZmsnjxYr777jvzVG1UVJTya9iOHTsYP368eW3QYcxst23bNpYtW6Y6Rjb2fk2///47Hh4eitP8RcfnCrKfEn333XdVxzFVqVKFFi1aaFXGTeeeJzrex+o6Dswv9Pn2FPmCm5ub+WHVqVZ/3759OXfuHF26dNGmwdrChQtJSkoiMDAQJycnRowYQfXq1VXHAmyLRG+++SZWqxVXV1fVcQAoWbIkH3/8seoY/4jqibBSpUoRERFBXFwcmZmZvP7667nW7X/QqlSpgq+vr1YDM7BN7jg7OzNhwgQaNWqkOg5gq1keHx9PkSJFtKplO2DAgLseU30K7LXXXiMxMZHVq1dz9uxZZTnupOuEha476EqUKIHVaqVr165avY46Xrd03P1rN3LkSLO86fz585k2bRrlypVTmknH1xD03AQA+j5fOo4FdewDFhwcTFJSkjke1WkMUbx4cbKysvjwww+1Og3Tvn176tevT0BAAEWKFAH0aORcoUIFLcrw2dknyocPHw7Y3ls6nOT79NNP6d69Oz4+PqqjZDN48GDzZ11O8QEcOXIEV1dXdu/ebS4SVahQQWkm+3ULyLaYppqOzxXY7jFefPFFatWqBej1/tq/fz+tWrWiUKFC2ryOOvc86dy5c7Z/6kDXcWB+YVhVzxiKfCUqKorPP/+cIkWK0KVLF7p06aI6EgD9+vUzywb06tVLi7IB0dHRrFmzhueff54OHTowePBgLRq916lThyeeeALQZxA0ePBg9u3bR7ly5cwBkC6ltnISGhpKSEiINhkCAwO1qO3Ztm1b0tPTuXXrFoULF9bivQWwc+dOrly5Avz1nr+9Ybj4ex988IHSU2DvvPMOzs7OTJ8+XZv3O8Bbb72V7XddJizi4+OZNm0aVquVfv360bhxY9WRAFtjWwcHB2bOnImPjw/jxo1THUnb69b777/P+vXr8fHx0ea72m7gwIG4u7szevRo+vXrx7Rp05Tm0fU1BDh69CjOzs5MmzaNhg0b8tprr6mOpO3zpetY8NatW2YfsCZNmsikxT908OBBSpcuTbFixVRHMW3bto0pU6ZQqlQpBg4cSMmSJZXmadu2LSdOnKBEiRLme16Hz2JOwsPD6dmzp9IMc+fOJTo6mszMTG7dusWWLVuU5gHb/Zi9XLRhGNqU9wkNDc32uw7ZrFYrmzZt0mZDnJ2OzxXY7jHuXHzR4R4jN1FRUbRr107Z37969SpLly7FarXSpUsXbb57bl+AtFN9ndd1HJif6LM9U+QLTz31FNu2bQNg+/btitP8RceyAY6OjixatMj8AtWlHmS7du04cuQI1apVo2PHjlqciMmtPNOxY8fMI6YqzJ07l6eeeoqmTZtme/zO31W4evUqu3btIjMzE7BN9qjevRMdHZ3j46oHZr///juXL182J0902VE0Z84cNm7ciGEYNGjQQIt+W7lRvaejWLFiuLu7A2hz6hFsp5pyonLCwmq1cvToUWJjY5X8/XupXLkyBw8eZNWqVRw8eFB1HEDf65auu38he3nTGjVqqI6j7Wu4du1a8+cmTZpo892j6/Ol61iwQ4cO5kRrdHQ077zzjrlDWaXY2Fi++OILrl27hrOzM6tWrVIdibZt22Yrm6vT5M7+/ftZtmwZpUuX5o033iA4OJjIyEilmXL7LO7du1eLa+vtdNhh/v3331OrVi3GjBmjxSItYJblTElJ4csvv1Sc5i+5bRicMGECwcHBDziNjWEY7N+/n4YNG2q1oK3jcwW2e4zU1FRzPN+qVStlWf6JH3/8UdnfvrN/7ocffqjNNeKTTz5h5cqVtG7dWnUUk67jwPxEFmLEfXPkyBGWLl1qTobNnz+fOnXqqA31/+lWNsB+THn37t3mY7p8Gdjri65cuRIfHx9+/vlnHBwclGbKrazWsmXLlO5IWblyJVeuXOGbb74xbygnTJjACy+8oCyTnZubG/Hx8YCt3E9MTIwWu3dyonJgBuDv769lM81Dhw6ZExT9+/dXG0ZzxYsXZ9u2bQwaNEirm7fcqJywMAyDffv2ERkZaW5M0OUE2KhRo8ySVgsWLDBrJutI9XULbGMIe18dXXb/AtStW9csb3rnLj+dqH4NL126ZP6syyLMvah+vnQdC1auXJnevXtjGAbTpk1j4cKFWizErFu3jgoVKjBs2DAmTZqkOg6Q++SODrZv384nn3xi7pLWdcwMsH79eu0WYlRvyAFwd3cnLS2NJUuWcODAAdVxALKV5Vy+fLnCJP+M6l66O3fupGXLlg/FLnzVzxXY7g+bN29Oeno6PXr04IsvvlAdSUtBQUFMnTqVDh064OLiolW/H8MwOHz4MLVq1TLvy+zlMXWjehyYn8hCjLhvYmJi+Omnn4iJicFisWjTeB5g3LhxZtkAHZrkBQYGkpGRgbOzs+ood4mKimLbtm08/fTT7N69W/kizL2oHvQvW7aMxYsX4+/vrzzLnd555x0WL16MYRh07drVLDenIx2eOx2baV65coWtW7cCtlM7utizZ89di42qT4ENHz6c1q1bY7VatWpKnBvV7/lGjRqRkZHBpUuXtJoAdnd31+bU6t9R/RqCnrt/U1NTWbp0KSNGjMBqtTJr1iw+//xz1bFypPo1bNOmDUlJSTz77LOEh4fToEEDpXn+jurnKzeqcx07dszchJaUlKRNT77HHnuMlJQU9u7dy08//aQ6DmBbQNi0aRMtWrRg5syZ+Pn58f7776uOxfTp03F2ds5WIlqHcWBuVL/nc6LDfcbw4cMxDIO1a9dq00vKfgrMYrHQpEkT1XH+luoxYWRkJImJifj5+WnVKzAnqp8rgIoVK5onYb7//nvFae5NZdP3UqVKcf36dXMBe8WKFcqy5OTUqVPmuFmXMtY50fG752ElCzHivgkJCSEzM5ODBw+SmpqqxZcT/HUUEWwXj82bNyufsPjPf/6j/DhrbkJCQvDx8eHChQvs27dP+90oKhUrVoymTZsSFRVFamoqoM8OutDQUPr27Ut6ejoDBgzQaufHneyNw1XSsZnmlClTzLIYU6ZMURvmNrt27WLq1Kk0a9aM9u3b4+TkpPQUmM6lTnKjesLi+vXr5hH9YsWK8ccff+Dh4aE0E+hX0upedLhu6bj7NzAwkISEBM6fP4/FYqFmzZqqI+VK9WvYvXt3qlWrxo4dOxg+fDjjx49n6dKlSjPdi+rnS1c9evQgICAAwzDo1asXTz31lOpIgO2z6OjoyJIlS7QpbbpkyRImTZpEt27dWLt2rTa5fHx8+O233yhevLjqKP+ILuPU2+lQmiw8PJzDhw8zZ84cPvzwQ0aNGqU0T2JiIkuXLsXJyYmMjAxOnDihNM8/obq874ABA3B2dsbPz4/x48dr0/MxJ6qfK4BZs2axZs0aMjIy+O233zh27JgW90Bdu3alY8eOvPrqq+ZjQ4YMUZjItgmtdevWuLi4aFUGDGDs2LEcPHiQFi1aaFOaOScyDrx/ZCFG3FdBQUGcO3cOPz8/9u3bR926dVVH0ram9OLFi9m0aRNubm5aTRwmJibm+PjXX3/NK6+88oDT3JvqyUywfXEWLVqUdu3asXLlStVxTD4+PlSuXBmAMmXKKE5zbzdv3lQdgbNnz5KQkEBYWBjTp0/X4tr1ww8/cPz4cdLS0hg5ciQzZsxQHQmw3ST9+eefdOzYkblz59K+fXv69OmjLM/DVEPdTvWExYEDB3j11VcxDIPY2Fi2bNmixe6r3r17myWtvvnmG9Vx7kmH65aOu38XLFhASkoKqampWm3KyYnq19DT05Pg4GDOnTtHzZo1lfej+Duqn6/cqB4L7tq1S8tyMPv27aN58+YcO3YMZ2dnLcrmPvroo5QoUYLnnnsOQJvKAPXr12fChAm88cYbqqP8IzpMAOvo5MmTlCxZEoBr164pTmPbRDV79mwAnJyc+Oyzz7QZy+dG9XVe156POVH9XIGtNYD9lIJO4625c+eybNkyOnToQK1atejRowdFixZVlictLY0WLVrQvHlzQK/nCh6e0sw6vOfzC1mIEfeVq6srFStWZPTo0do0n9e1pvThw4eV/e1/49tvv9VuIUb1ZCaAl5cXGRkZ1K5dmw0bNqiOY4qKiiIuLo6MjAyysrJo166dNot9Otq9ezclSpQA0KanwaxZs5g8eTJOTk6qo2QzYMAAMjIyGD9+PFWqVGHYsGGqI+VIxxrqunjkkUdo06YNYKvHrVMtYvuN2vr162nZsqXiNHrTbfev3ZgxY/j2228pU6YMx48fZ/v27aojaWnHjh0EBwezc+dOgoOD2bFjh+pIDyXVY0EdS5uC7dru5ubGyy+/zK5du1THAeDEiRO0a9eO69ev07ZtW/M0uQ5iY2M5efKkuUFOdfWEe9FxMkyHkjWGYXDjxg0OHz7M+fPnVce5qxSTo6NMvf2d23s+6lweXReTJk1i//79ZGRkUKNGjWwVHlT67bff+Pnnn3Fzc8PLy4u3335baXWOjz76iNOnT2dbgNFhA5rdw1SaWdwf8m0g7iv76m2rVq3w9vZWnEZvsbGxfPHFF1y7dg1nZ2dWrVqlOtJDR4dBv7+/P87OznTo0IH69eurjmN6mCZ0dHgd7TdHV65cUT6pY/fCCy9w+fJl3NzcAFu9d9WsVivVqlWjS5cu5mPjx49XmOjhpPo9//TTT9OmTRsMw+Cll16iUqVKSvMA2SbkrFYrmZmZCtP8PdWvIei3+9fu1q1b1K9fnw8//JBPP/1UdZxcqX4N7adoAwMDs/1T9Ynt3Kh+vnKjOpeOpU0Bzpw5w5QpU1i8eDHbtm1THQeAtWvX5vh4VFQU7dq1e8Bpsrv9VJNOr2NOVL/nc6L6ZBrA+++/z4wZM4iIiNBibJqWlsZPP/1EuXLlOHbsmBbN3f+O6vdWQEAArVu3JisrS/uJadXPFdjGW/aSpoMGDVKc5i8TJ04kMDCQZ555BsAcq6oSGhpKamoqsbGxAGZfHV08LKWZdXjP5xeyECPuq86dO5v/XL16teI096b6QrJu3ToqVKjAsGHDmDRpktIs/4Tq5ysnOgz6ixYtyr59+4iOjiY+Pl51HNO8efOIiooiMzOTW7dusWXLFtWRcqVDvdFu3boxadIkevfurbyGrd3333/P6dOncXFxwTAMPvroI9WRMAyDs2fPkpWVhcViUR3nnnS8Ztmpvnb179+f/v37Z3tM9URYYGCg2bcG9J8I0+G6pdvuX7tnn32WW7du8fbbb2s98aT6NdT1xHZuVD9fuVF9PS1ZsiQrVqwwF5N1KG0KsGjRIm7cuIHFYmH48OGq49zTjz/+qDoCv/76KxEREebrqNNu6Tvp+FnUYRPT008/bZbp7Nu3r/IyYJ988om5E79UqVJan7KyU/3emjdvnvn9FxwcrPVzpvq5AltpsqVLl5KZmUlycjJr166lWbNmqmPx+OOPm4swAC+++KLCNDb9+/enefPmpKen06NHD61KitatW9cszaxLZY6c6PCezy9kIUbkmQ0bNmiz2vzll1/Spk2bbEdcO3TooDCRbXd7SkoKe/fu5aefflKa5U4rV67k9ddfB+Dzzz8nKCiIoUOHKk51Nx0G/Z999hmenp4AfPXVVzRq1EhxIpuEhARq1arFmDFjtB7Egh4lFo4ePcrixYsB2+RFlSpV1AYCvL29GTdunOoYd9m5cyctW7akcOHC2vS3unXrFgcPHsw2EaZLE+Cc6HDtupPqibAFCxbk+Hh4eDg9e/Z8wGn+ng7XLd12/9rZT3b8/vvvWpdh1eE1zImui8i6Pl+qr6cffvihlr0CP/nkE3755ResVitPP/20lot7djq85+fMmYOXlxfBwcEsWrRIdZx70vGzqMNrqBt3d/cc78EmTJhAcHCwgkR/T+V7q23bthw9epTDhw9jGAYVKlRQluWf0OFz2KBBAzIyMgBo0qQJly9fVpzIRseSnRUrVjTnJr///nvFaf6SmprK0qVLGTFiBFarlVmzZvH555+rjpUjHd7z+YUsxIj7RueyIs7OzgQEBFC+fHl69uzJ448/Trly5ZRmCgwMxNHRkYiICO0mDI8dO8Y333zD0aNHzd4Bd9a5FTZubm7mc6NTrWt3d3fS09NZsmQJBw4cUB1Ha9OnT2fdunX8+eefWK1WNm3aREBAgOpYrF27lu+++45ixYpps+ABEBkZSWJiIn5+fpw9e1Z1HMA2wD9//jx+fn7s27ePunXrmgukOpIJi39O9SSrznTb/XunRx99lGXLlmlzQkCIvKBrr8Dff/+dOXPmAGjTNyA3Ouyy9fT05ObNm1gsFi5cuKA6zkPHy8tL6d8fPHiweZLWarXy7bffKs1zLzqfFFU5Po2Ojub06dM8/fTTANosKuRGh7F8QEAAKSkpLF26lK+++kqbUvc6luycNWsWa9asISMjg99++41jx45pcW8dGBhIQkIC58+fx2KxULNmTdWRxAMgCzHivrGXFQHbF5MuF12A119/nYoVK/L++++zb98+qlatSkhIiLI80dHRtG3blo0bNzJw4EAWLVrECy+8oCzP7Y4ePUqLFi0YOXIkzz77LN27d1cdKVc6DIBq1qzJ559/zq5du7L1zVBt+PDhGIbB2rVrzZ3SutadV73I5+vry59//omPjw8Wi8VsYq7awYMHVUfI0YABA3B2dsbPz4/x48czffp01ZEoVqwYFStWZPTo0YSFhamO87dUT1jkRPXnMDc6XOdzouvzJf45XV9D1aW2cqPr86XyGvHuu+/SqVMnnJyctOsV+Oeff5onO3777TfFae5Nh122nTt3xtnZmQkTJmhzuj03qr8XY2NjWbJkCRaLhY4dO9KqVSt69eqlNFNQUFCOv+t676Or5557TunfnzZtGhMnTgRsjeh1KMsMtmtUoUKFsj2m+rn69ttvWbJkCdevX+fixYtm/xMdnD17loSEBMLCwpg+fboWG3KOHDmiOkKOFixYwA8//EDFihUB2zVLV7qOAx9GshAj7hudy4p069aNZ555hvDwcDw9PZk8ebLSPJs3b6Zt27asXLmSxo0bs2fPHi124INtkcgwDLM0U0xMjBblDM6fP8+BAwdo0aIFCQkJVKlSRXl5OYB27dqZfRVy+wyoYN9d2Lp1a/MxHerOf/HFF9kGZoGBgcp7stSrV49ffvmFevXqAbYTHx07dlSaCSAsLIx9+/aZv+uwawdsix7u7u4Ad92UqFK1alXA1nzR29tbcZrs2rdvT/369QkICDBPGKqesIiNjaV58+YEBQXh6+urxecwNzpMSu/fv5/Nmzdz9epVypYtS8uWLZU/X7ru/m3btm22XLqcFNXxNcyNDqfADh8+TFxcHOnp6QCMHj1am+frwoULpKWlAbZTYSrHgpcuXTJLr4wZM0arTWizZ8/m66+/Nn8Wufvmm29o2LAhBw4cYNq0acTFxamOZJowYQI9evTg0UcfNR9TXUkhLi7OHJP26dNHi1LkOvbc+uabb/D29r5rwl71BD789V19e1++qKgo2rdvrzTX77//bv6s04mY3r1788QTT9C7d2/zvab6uerSpQsjR46kc+fOvPfeezg66jO1u3v3bkqUKAGgTc+TKVOm0KNHD9q3b0/p0qWZOnWq6kimRYsWmQuQCxcu1GIBcu/evWaJtL59+1KzZk1txoH5gT6fVpFv6XBDOXv27GwruAMGDFCYBjIzM0lNTc32T12EhISwc+dOateuDdi+SHUwcuRIPDw8aNGiBfPnz2fatGnKy8vdad++fbz11luqY2hNx4EZwA8//GD+fOjQIS0WYs6ePavN4svtihcvzrZt2xg0aBAWi0V1HMC2k/X2f+rkyy+/ZNu2bXTp0oVSpUoxcOBASpYsqTTTzp07cXNz4+WXX2bXrl1Ks/wd1WOInj17UqlSJV588UU8PDw4efIko0aNonnz5jRp0kRZLl13/0ZHR+f4eFRUlLlp4UHT9TXMjerd7mDbiTxw4ECcnJxUR8mmU6dOeHl54eLigmEYfPTRR0rHgidPniQmJibbZKbqDS92MTExrFq1iqysLBYtWqTleMJO9Xs+JiaGhg0bMnfuXGbMmMHatWtp0aKF0kx2jRs3ZtSoUVgsFnr06EHlypWVl169ceMGp0+fBiAlJUVpFp2Fh4fj6OhIp06dzMeaNWumfAIfcv+uVq1Dhw688cYb5vtdFwsXLiQpKYnAwECcnJwYMWIE1atXV5opMTGR1atX061bNw4fPsyePXu0qbBiXxS6cuWK8nG83enTp9mwYQPBwcF89dVXquNkc+nSJfNkqC7P14wZM8zypvaFGHH/yEKMyHOqB9cAkydPZuXKlRQtWpTLly9z6NAhpXkyMjIICgrCarVmK+mmi1WrVpkLMWvWrKFWrVqKE9l6nth3Heri6NGj5s9Wq5U//vhDYZq/p8NnUceBGcDVq1eZN28ehmFk242lUvny5fn8889xc3MDoGvXrooT2QwfPpzWrVtjtVopX7686jgEBwfftain04TT/v37WbZsGaVLl+aNN94gODiYyMhIpZnOnDnDlClTWLx4Mdu2bVOaRXfh4eGAbQOFo6MjFSpUwN/fX3EqPXf/3suPP/6o7G/Pnj2b/fv34+fnB6DNa5gbHU6B+fr64uvrqzrGXW7vi6SD6tWra/l5A9i4cSNffvml6hj/iA49YnRVtWpVWrduTXh4OLNmzcLJyYlp06YpzTRmzBg+++wzAG3f/3Yq732CgoKYOnUqly9f1q5s++2nV+10GDu/8sorVK1aldTUVK2er+joaNasWUOjRo3o0KEDgwcPJiIiQmkmJycn2rRpQ5s2bTh79iwLFizghRdeUL4hB2zVaCZNmkTv3r21OUVRqFAhYmNjmTdvHmvXrlUdJ5v+/fvzzjvvAOo3jNtZrVZzw6UOc0j5jSzEiDynww3lr7/+StOmTQkNDeXTTz9VHUfrMm5gK/tw8uRJDMPg/PnzquMAULZsWRYvXszhw4fNyRTV7txNpMNRc7B9WS5evPiucnc6lHK7fWAWHBysOo5pxowZZgkPXRpeb9y4kYCAAK3qsbZt25aUlBTS09NxcHDAMAzWr1+vNNMnn3zCypUrs5Xh08nmzZv5+OOPzQU1HSYtFi9eTFpaGkWLFmXEiBGq49yTDoP/UaNGcerUKZYsWcKAAQOUlzd9GKl8HQ3DYPPmzdqMHf6ODpsUNm/ezJYtW8yTJzpM0A0ePJh9+/bRq1cvc2POhAkTlGbq06dPjo/rMJ738/MjLi7O/O7RoUZ/blT3iElKSqJdu3Zcv36dtm3balNSEaBjx440adKEiIgInJ2dWbx4sepIbNiwwezHN2XKFPr376820P934cIFPD092bp1K0899RTPPvus0nufl156iZo1a5KQkKDVewr+uofNyMjQ6uTj4MGD+fbbbylTpgzHjx9n+/btqiMBcOrUKRYuXGhOTOvWj/Kpp55i1KhRgPoNOfZFDvvJr/Pnz5sl71W6vdzXJ598AujxXQ1QqVIl+vXrR2pqKtevX1cdB7CdgrFXernzFL7438lCjMhzOtxQFi9enKysLMaOHcv333+vOk6udHiuAMaOHWs24A4NDVWcxqZ37968+eabWK1WXF1dVccBbGXccjJhwgSliwyGYXDgwAHKli1rTlZUqFBBi1Junp6eVKhQAdCrYfn+/fuJi4sjNTWV6Oho5s+frzoSVapUoUWLFtqU/wLbjdvo0aMJCQnBwcFBi4VtwzA4fPgwtWrVMt/v9l4sOrBareZEGKDFKaI333wTwzC4fv06V65cYevWraoj5UqHzRzXrl0zdxfqNGGREx0WrnKiesd7bGwsmzZtws3NTZuFBZ2tWbNGdYS76DgRUKlSpRwf12E8v2XLFmrXrm1u5tB5IUa13HZHqyypCLbreZMmTejWrZv5mOrT0YMHD2bXrl0kJSVhtVo5ceKENgsxkyZN4p133iE6OporV64QERGh/N4nKCiIc+fO4efnx759+7T6HOq4yeTWrVvUr1+fDz/8UIt7jNvdfj+m0z3snVSPAy9dusTq1aupVasWzs7ObN++nWbNminNlBsdvqvBtuhx/vx5ra4TJ0+eZMmSJYCth42UJru/ZCFG5HtWq5WmTZtSrVo1Dh48SL9+/VRHypXqL047Nzc3qlevTmpqKlu3blU+6L+z+a/ukyg3btxQHYFHH33UPOGhU83yMWPG0LdvX9LT0xkwYADLli1THQmAOXPm4OXlxZAhQ1i0aJHqOIBtcahVq1bmBKYu7/ljx45x7tw5nJyc+Pnnn1XHAWw71W4/2aHDQppdbGwsJ0+e1GYHN5CtNNqUKVPUBfkHdLhJMgyD5ORk4uLitMhzO50al9+L6h3vO3bsUPr3/xs6jAU//vhjrUr6gq0c39SpU3nvvfcA2+nVvn37Kk6VMx1ew+eee07re57b6XTy93YqSyqC7bsnISGB3bt3Z9tYpVJQUBBVqlShTp06WCwW5f1qbvfrr78SERFB//79mT17tuo4ALi6ulKxYkVGjx6t3SkKHTeZPPvss9y6dYu3335bi/tpu8WLF8tmjn8oICCAxMREBg8eDNgW18S9FStWTKvrxPTp01m3bh1//vknVquVTZs23VVpRfxvZCFG5DnVNyOGYfDNN99QvXp1nn/+eaVZ/o4OO3/BVpsyMzOTxo0bEx8fr3whxn582j4BpvMuFECLmrYjRozg4MGD2tXY9fHxoXLlygCUKVNGcZq/eHp6cvPmTSwWCxcuXFAdB4DVq1dz5MgRrFarVrX6Q0NDmTZtGoZh8O6776qOA9iOln/99dfmwrsurFYrkydPpkSJEqqjZGPf/ZuZmcmBAwcUp7k31WMIsL3nly5dyunTp83Tojro3r07jz32GI6Ojlo0LtdZx44dtTwFdv78eQ4cOECLFi1ISEigSpUqWiym6VbS187eIBzgl19+UZjk3nQYz2/dupWmTZuaJzJ1mTj84osvSEhIICwsjOnTpxMYGKhND4E76fD94+bmptXGqlKlSpGcnMyECRPMclu6bH7p3r07Z8+epXTp0trs3q5atSoArVq1wtvbW3Ga7HTcZBIYGAjA77//jru7u9ow/5/VamXKlCk0atRIdZR/RIfvH8Mw6N69O87OzlrkyY0uC8m6XSd8fX35888/8fX1xWKx0KZNG9WR8h1ZiBF5ToeL78NSkkKXQVCJEiWwWq107dqVs2fPqo4D2BYWUlNTSU9Pp0iRIlrsFshNoUKFVEcgMDBQuyOuYJsIiIuLIyMjg6ysLNq1a6fF57Fz5844OzsTFhamzUC7f//+PPbYY4BtoUF1c1a78PBw6tWrR926dbW5Serduzf169cHoFevXsybN09toP/P3ptCp35IYPuucXBwwMXFxayTrCsdFt7btGnDrFmzeOaZZ5g5c2aufSEeNF9fXwYOHKg6xj+iekJT11NgI0eOxMPDgxYtWjB//nymTZumxWKariV9HRwcGDVqFIZhkJWVpTpOrnQYz2/ZsuWux77++mteeeWVBx/mNrt37zY3JyQlJSnN8ndUl1QEW6nVoUOHqo6Rzdy5c/Hy8iI4OFibU+RRUVFcvnwZ0KfXI8Brr71GYmIiq1ev1uae2s6+yeTMmTN8/vnnquMwf/58tm/fziuvvMLq1aspVaqUFmNUwzDYv38/DRs21KpcdG50+P4ZMmSI+VzdXp5Zldyqq/Tq1UtxMpvOnTsD0Lx5cy3urevVq8dTTz3FypUrSU1N5ZtvvlG+CSC/kYUYked0+DJ4mEpS6KBevXo4ODjw2muv4ePjozoOYFscspejGDZsmOI096a6BAvod8TVTsfPYkpKClar1Wzs+eyzz6qOBPw14QRoNZE/bNgwtm7dyttvv01SUhLfffed6ki4ubnx5ptvAmg1aQh6bgS4ePGidhM7YHuulixZgsVioWPHjrRq1UqLmyQfHx/GjRtHp06dSE5OVh3HtHr1ak6ePEnRokUBPcre5Ub1hKaup8Dc3d3NkkM6GTlyJBkZGfzwww/m2EsHEyZMIDExEdCj39bD5ttvv1W+EOPoaJt+uHLlihb3iPeiw3h+x44djB8/3rxO6FCOT8dT5M8++6y5u12nSgD9+/fH2dmZ6tWrM378eK1O1e7fv5/NmzdjGAZly5bl5ZdfVppn586dzJs3j7Zt27J8+XLzdIwOdu7cScuWLSlcuLA2Y/ncqN74ArY+un/88QclSpSgbt26tGzZUmme6OhoPvjgA3r37o2Liwvh4eFK89zuo48+4scff8TX15ekpCQyMjKYM2eO6liMHTuWokWL0q5dO1auXKk6Tr4jCzEiz6n+Mvj0008ZMGAAnTp1Iisri//7v//TYndFTlQ/VwCpqanmzvKXXnpJm8FsfHw8KSkpZGZmcujQIa1rg+tAtyOudvPmzSMqKorMzExu3bqV447NB6179+5Uq1aNHTt2MHz4cMaPH8/SpUtVxyIzM5PQ0FAMw9CqTnJISAiFCxemTp062uyO8fDw4O233wZsZTN0sm3bNs6dO0fJkiXNXh6q6TixAxAXF2fe3Pbp04dWrVopTmTj6urK5MmTCQ0NZfXq1XzwwQeqI2G1Wpk4caJ2Ze9yo3pC89KlSxiGod0psLJly7J48WIOHz6Mn5+f6jgmHZs4g22x9osvvuDq1au4uLiwatUq1ZFypMN4XlfdunVj0qRJ9O7dW6tNJrqy91kAfRYYdDxFXq1aNWJjY2nevDlBQUH4+vpqUQ2gWLFi5g53HSom3C4iIoLIyEisVivvvPOO8oUYZ2dnbt68ibe3N6mpqVqdeoyMjCQxMRE/Pz/tTjbdSYdqNMHBwWzZsoX4+HgWLVqkfCEG4Pjx43h4eODg4KDVJoAzZ86wePFiunbtyuLFi7Up++3l5UVGRga1a9dmw4YNquPkO7IQI/Kc6rIiSUlJWCwWypcvT0hICAMGDFCa5150+OIMDAzEMAzz2CboUft30KBBZp569eopTnNvqm/AU1NTef311wHbkXhdbtwAEhISqFWrFmPGjNFm97anpyfBwcGcO3eOmjVrZitho0pmZiZTp041e8Q899xzqiOZ/Pz8SExMJDk5mT179pg9f1R64403ePrppwH9+gb079+flJQU5s2bR79+/bRoIKvjxA7AjRs3zB4QKSkpitP8xT5uCAkJMa+tqula9k5XL730ErNmzQJsE3a66N27N2+++SZWqxVXV1fVcUw6NnEGWLduHRUqVGDYsGFMmjRJdZxc6TCez4nq8SnYxlz2hvOq7xH/jg7P19mzZ7P11NFhccHBwYG4uDi8vb05duyY6jimnTt34ubmxssvv8yuXbtUxwFsZR63bdvGoEGDcHBwUB3HlJqaylNPPcW5c+cAtNi0d/PmTYKCgrBareZ8hC4GDBiAs7Mzfn5+2p1supMOiwwNGjSgQYMGDBkyRJt72J49exIQEICDg4MWp+3trl27xtGjRzEMg6NHj/LHH3+ojgSAv78/zs7OdOjQwdykLe4fWYgR95WOZUXsg+iQkBAA0tPTVca5Jx2+OBcsWGD+fOjQIUqXLq0wzV8yMzOZO3cuWVlZ9OzZU/munXtRXYIlMDCQw4cPU6JECZydnfnll1+0KcXi7u5Oeno6S5Ys0SbTjh07CA4OZufOnQQHB2tRPi0wMJCZM2fi4+PDrVu3CAoKYubMmapjAfD444+TmJjIxYsXle9yB9vNZGRkJMOHD8dqtTJr1iwtal3bOTg4mKd0dClBtHPnToYPHw7Yvht1mNgBGDNmDJ999hmANqetgoODOXXqlPm7TiUpdCx7lxsXFxelfz80NJRx48YBtrJbOvQ1yK1muQ50bOIM8Nhjj5GSksLevXv56aefVMfJlQ7P2c8//2yOG3r16kXp0qW1KEk5ZswY+vbtS3p6OgMGDGDZsmWqI+VK9Xge9OypM3ToUIYMGaLVIi3YdpZPmTKFxYsXs23bNtVxABg+fDitW7cmKytLmwlWwCz7ZR9r6bDocfscxO3Cw8Pp2bPnA06Tnc4nm3R07NgxEhISGD58OPv27ePMmTOqI+Hm5kbDhg3p0aMH8fHxquOYypQpQ3R0NM888wzR0dGUKVNGdSTA9n3TqVMnoqOjtRgz5zeyECPuKx3Lijz22GPMnj0bPz8/9u7daza/1pEOO68GDBjAb7/9hoeHB0888QSHDx9myZIlqmOxfv16IiMjyczMpEePHlovxKienF6wYAEjR45k7NixAEydOlVpntu1a9eOMmXKsHbtWsaPH686DoBZ99R+U2L/57Fjx8wdwQ+ak5OT2eTQwcHBrKmug5s3bxIcHKzNtTQwMJCEhATOnz+PxWKhZs2aqiNl4+LiQmJiIp9//rkWN+Ft27bl6NGjJCQkAHrtdt+wYYPZ02rKlCn0799fbSD07ruiY9k7gL1795qLoX379qVmzZoMGTJEaSYXFxdKliwJ6DG5Craa5fDXpL1OpwN0a+JsFxgYiKOjIxEREfTu3Vt1nFzpMJ4fM2aMOQ4cNWoUixYtUr4gCraeW/aTtLpMOOVG9Xge9OypU6NGDXx9fbU6xQewaNEiLly4wI0bNxgxYoTqOCb7iYC+fftSu3ZtxWlsdF70uJMO7/vbTzbZ7890pcP3z1tvvYWHhwedO3fWph/LZ599ZvaR+uqrr7Qpq2jfLH6nCRMmKDv1Pn36dNatW8eff/6J1Wpl06ZNBAQEKMmSX+kzsyPyBR3LioSGhrJ27Vo2bdqEj4+P1jduOtyEZ2RksHjxYnr27MnQoUPp16+f6kiArQfE+fPnyczM5KmnniI1NZUiRYqojpUjHQZAp06dYtGiRTg7O/Pjjz+qjmNat24dFStWpHXr1qqjmHLrKbJs2TJlu/KvX79ORkYGTk5OZGRkcO3aNSU5cuLk5ESfPn2ynXxUacGCBVy9etVsxq06z53GjRvHxo0bsVqt9OnTR3UcoqOj2blzpzaTAXaDBw9m165dJCUlYbVaOXHihBYLMaBnbyvQs+wdwIwZM8xGo/aFGNX8/f1p06YNhmHQpUsX1XFMI0aMIDU1lfT0dIoUKWIuRKqmWxNnu2+++SZbmaYXXnhBdaQc6TCed3FxMUt26rL4CBAVFUVcXBwZGRlkZWXRrl07bU6C6UjHnjrJycl07doVFxcXDMPQoq8i2BYfdbyePkx0WPS4kw731cOHDzfLfZcvX151HNP58+c5cOAALVq0ICEhgSpVqtChQwfVsQgPD+frr78GME8Sqebm5mZuRkhNTVWc5u+p7A/r6+vLn3/+ia+vLxaLhTZt2ijLkl/JQoy4r3QsKwLQrFkzmjVrpjpGNjqWcQNbf4W1a9dy8eJF1q5dq80x+OPHjzNy5EjS09PJzMwkKChIi941N2/evOuIsg61UOfPn8/GjRsBvU7ELF68mE2bNpklmnS++VY58B84cCAdO3bE0dGRW7duMXLkSGVZ7qTjycdBgwbRvHlz0tPT6dGjB1988YXqSKbIyEhWrlyJxWLht99+Uz4JbC+1dft1QYfPYVBQEFWqVKFOnTpYLBZz15oOdOxtBXqWvQPbtdO+Y1SHCRSAF154gZYtW7JlyxbzZIwOSpQowXvvvQfAsGHDFKf5i25NnO10LNOk63he18VHHcq//lM6nCDSsadOkSJFWLFiheoYd9Htenpn+cmHYfJXRzr03AoLC2Pv3r1YLBaqV6+erdeiSiNHjsTDw4MWLVowf/58pk2bRrly5VTHonfv3mZfkV69ejFv3jy1gYCaNWvy+eefs2vXLq2+E3OjslxgvXr1KFSokNkLqW/fvlrdl+UHshAj7isdy4roSsfJTIA2bdpw6dIlXn/9dS5dusQbb7yhOhJpaWk0bNiQNWvWcPz4cSIiIvD19VUdC7ANNJ544gl69+5tToi1b99ecSqYNWsWhw8fZs6cOXz44YeMGjVKdSQWLlzI999/T1BQEJcvX8bPz091JG1VqlSJmJiYux6PioqiXbt2ChL95caNG/zyyy8YhqHNyceKFSua19Dvv/9ecZrsdu/ezfLlywHbYoPqwf+4ceOylSPLyMhQmOYvpUqVIjk5mQkTJpiTFTostoNtN19aWppWva1Av7J3dn379uWtt94CbO95HUyaNIl33nmHmJgYrly5QkREhOpIAMTHx5OSkkJmZiaHDh1ixowZ9O3bV2kmHZs42+lYpknX8byjo6M5joiNjVWc5i+6njDUsaQi2EpG2yd9Bw4cSGRkpOJEsGfPHnr37o2bmxugTwlP3a6n9vKTd9JhLJ8bHSdbdbjWX7x40Xw9Bw0apDjNX9zd3bXaiGPn5ubGm2++CehzX/bUU0+ZvaO2b9+uOM3fU92LaObMmdqdbs9PZCFG3Dc6lxVZunQpnTp1Amz1Y3WocahjGTeAsmXLUqtWrWyPXbt2jXPnzik76VGuXDnGjh1LZGQkQUFB2izCgG1xISkpicDAQJycnBgxYgTVq1dXHYuTJ0+au351KWv13Xff0a1bNwoVKkR0dDQDBgxQHemedNiBdScdysyNGTPGnKzQYYEPbAuPa9asITMzk8uXL3Ps2DEtTnkcOXIEwzC0GvAHBQUxc+ZMLBYLt27dol+/fmZDZ9Xmzp2Ll5cXwcHBWjWGHD58OIZhsG7dOj7++GPVcUy3l71TPXl/u5MnT5q95RYtWqTFzduvv/5KREQE/fv316aEG9gmdOy7HuvVq6c4jU1gYCCGYWjVxBlsO5IPHz7MwYMHSUxM1KZMk47j+a+++sqcsLdarSxdupSWLVsqTmWj6wlDHUsqgu0eqFq1aoA+PXUWLlyY7aSHLnS8nuZEh7H8nebPn88zzzyjxWk+3Xz11VckJyebGzh0WBiyK1u2LIsXL+bw4cNabXD08PDg7bffBnIvAf4gHTlyhKVLl5pl0ubPn0+dOnXUhvobOvQo0+10e34iCzHivtG1rIiuzaZ0LeN27NgxZsyYgWEYuLm58dtvv/Gf//xH6a7WFStWEBERwYYNG7hw4QJpaWlalAsA226nNWvW0KhRIzp06MDgwYO12GlrGAY3btzg8OHDnD9/XnUc4K/JnEmTJgGQmZmpMs7f0mmgbad6IDRo0CCSkpJo1qwZ3bt3V5rldkeOHDF76ugkJiaGxx9/nM2bNwPw+OOPK05k6/FjH1g7ODiYO8x14Onpyc2bN7FYLFy4cEF1HNOqVatYtWoVWVlZREZGarHIB7B582ZWrVpFWloa0dHRWpwg0nXM1b17d86cOUPp0qXNCdaLFy+aZa5UyczMZO7cuWRlZdGzZ08tSoAtWLCAZcuW0bZtWxwcHFTHMR09epT4+Hh69uypTfNf0HM8f/nyZQoXLszly5exWCwMHz5cdSSTu7s76enp2p0w1LGkYtu2bbl48SIvv/wyVquVrKws1ZEAOHToEBEREWY5Ph0mWoG7SunospimK6vVat6btWjRgoMHDypOlDPVn8fLly/zyiuvmJ+/xo0bK81zu969e/Pmm29itVpxdXVVHQeAw4cP4+rqypgxY3B3d6dYsWKqIxETE8NPP/1EdHQ0FotFiz46OgsLC+Ps2bN4eXnx6quvEhgYqDpSvqPP3bd46OlaVkTXZlO6lnELCAggICCA69evc+3aNTw9PbFYLBw7dkxZpueff57nn3+etLQ0YmJi6Ny5c45lm1Q4deoUCxcuNG/edGkM+f777zNjxgwiIiIYP3686jiAbSFmw4YN+Pn5mXV2daZ64J8T1Q13r1y5QkxMDH379tVqIWbUqFGcOnWKJUuWMGDAACZPnqw6EgAhISGcP3+exYsXYxgGXbt2VR2J69evm4tWGRkZ2pyYA+jcuTPOzs6EhYXRqFEj1XFMGzdu5Msvv1Qd4y5z584lPDxcm40JoO+Y6/bd0faSq7NmzVI+cb5+/XoiIyPJzMykR48eWizEgK3sXbdu3ShfvjzvvPOOFovIly9fztbDENCi/6OO4/mAgABatmzJpk2bSElJISEhgUqVKqmOBUC7du0oU6YMa9eu1WZ8CnqWVIyOjiYrK4tz585RsmRJ0tLSVEfi559/Zs2aNVqW45s5cyZz5841T4nquhCjy3f2J598wtChQwFbf50mTZooTpQz1RUKAgICeP/996lXrx5169bVpvn8nT2IDMPQYqPQqFGjCA4OZuzYsdqcQA4JCeGLL76gc+fOAFqdus+NynkIXTe+5CeyECPuKx3LiujYbErnMm52rq6u2XZWLFu2TPmEhYuLC507dza/RHVx+4KCDo0058yZw1tvvcXHH39MRkYGixYtokePHqpjMXHiRObMmUNsbCy+vr5MnDhRdaR7Uj3wz4nqY8rHjx9nxowZ/Pjjj8yYMQNAi5JI165do2zZsgDanYoJDQ2lb9++pKenM2DAAJYtW6Y0z8CBA+nYsSMODg5kZWUxYsQIpXlu5+DgQFxcHN7e3koX/+/k5+dHXFycWQ+/bt26ihPZ+niULVuWlJQUrU411atXj6eeeoqVK1eSmprKN998o3zskBsdFts9PDw4f/48mZmZPPXUU6SmplKkSBHVsXj99depWLEi77//Pnv37qVq1aqEhIQozXRnD0MdSqbpPJ4fOHAgmZmZNG7cmPj4eC02AgCsW7eOihUr0rp1a9VRstGxpCJA//79SUlJYd68efTr10/5xGZYWBg3b97UrhwfZD/hocP1HeCtt96iatWq1K9f31wM1aH3EMCOHTsYP3682WNEh/F8TnSoUDBs2DC2bt3K22+/TVJSEt99953qSGbPGvvzo8McBEDJkiWpVatWrj2SVLCf1r5y5YpWp7XvReXmS103vuQn+ty5iXxB17Iiuu2Q0bWMm/jvLV68mE2bNuHm5qbNTpSEhARzYs7JyUmbJnlOTk7aDvJzosPAXzehoaEA+Pj4ZHtcdYkfwzBITk4mLi5Ou9fNx8eHypUrA3rUd69UqZI2JwrvNHToUIYMGaLdYtqWLVuoXbu2uYtVh4UYe5kAe8khwzC0OIUMMHbsWIoWLUq7du1YuXKl6jhaO378OCNHjiQ9PZ3MzEyCgoK0eB27devGM888Q3h4OJ6enlqcMtRx0kTn8XyJEiWwWq107dqVs2fPqo5jso+b7ZO/OoybdS2pCLYNCvbSXzo05T5y5Ajt27c3+9aoXqC9nY6nmubNm8eePXsICQlh165dWs2PDB482PxZh4Xt3OiwqBYSEkLhwoWpU6eOVptLRowYQWpqKunp6RQpUkSLyhwnTpygXbt2XL9+3Ty1o/o6r+tp7XtRuflSx40v+Y0sxIj7SteyIrrtkNG1jNu96PC86cZqtTJlyhSt3utwd++VjIwMRUnE/ab6c5hb81PVJX5CQ0NZunQpZ86cMU8/6iIqKoq4uDgyMjLIysqiXbt2Sm9IevXqRZkyZahSpQru7u4kJSWxe/duXn31VeXXsho1auDr66tNnWu75557jn79+qmOkc2CBQv46quvaN68OQCrV69WnOgvXl5eZGRkULt2bTZs2KA6DoA51gJbHwGLxULTpk0VJoK0tDQaNmzImjVrOH78OBEREfj6+irNZDd79mxOnDjB5cuX8fT0ZMCAAaojaUnn8Xy9evVwcHDgtddeu2vzhCoLFy7k+++/JygoiMuXL2vTXFrnSToXFxcSExP5/PPP+eOPP1THwcPDg4oVK2q3oePUqVMUK1aMYcOGAfosLPj7+/PMM8/QrVs3ba4NdmfPniUhIYGwsDCmT5+uxSaTnOhw0sPPz4/ExESSk5PZs2ePucFKtRIlSvDee+8BmO991ewnKO4UFRVFu3btHnAaGx0r5Pwdlff8umxEyM9kIUbcV7qWFbH3M7BardrskNGxjNvtLl++bN5UPv3009LULAeGYbB//34aNmyoVb8TX19fhg8fTvXq1fnuu+8oX7686kgPJdWLHjlR3SMmNyqfqzVr1uDv74+vry9hYWG4urry5ptvKstzpx07dgC28mlFihRR3vx69uzZ/PDDD2zbto2rV69StmxZxo4dq8V7Kzk5ma5du+Li4oJhGCxdulR1JAC2bt1K06ZNKVasmBY7+wC++uorIiMjzcmmyMhIber0+/v74+zsTIcOHahfv77qOIDtFJO93GRycjKvv/668rJ85cqVY+zYsURGRhIUFKTNIgzYSuc89thjgO2aMW3aNMWJ9KXreP6VV17hyJEjDBs2TJtJ6e+++45u3bpRqFAhoqOjtVng07mk4rhx49i4caNZ1UE1b29vLSfsv/76ay5cuGCORw3D0OI1HDx4MNu3b2fHjh3s3buXcePGqY5k2r17t3maPSkpSW2Y/y82NpYlS5ZgsVjo2LEjrVq1olevXqpj8fjjj5OYmMjFixeVl4m+XXx8PCkpKWRmZnLo0CFmzJihxXUiJz/++KPSv69bhZy/89xzz6mOIPKQLMSI+0rXsiJPP/20uRvMfrxbNV3LuIFt0Pjtt99SpkwZjh8/zvbt2ylXrpzqWFrauXMnLVu2pHDhwtpM0L377rscOXKEo0eP0qlTJ/O9f+zYMbOPhrjbhQsXzEaoui4+6jT4v53KSZ6NGzfi7+/P/PnzWb58OX379tVqISYkJIR+/frRrVs3ihcvzoIFC1RHomLFilSsWDHbYxMmTCA4OFhRIpsiRYqwYsUKpRlysmXLFtUR7nL58mWcnZ25dOkSFovFLFGmg6SkJDp16kR0dLQ2E9OvvvoqH374IQCjR4/m6tWrihPBihUriIiIYMOGDeb3jy5NnB0cHBg1ahSA8uuC7nQdz7dr144aNWrg5OSEYRjUqFFDdSRzrDBp0iTg7hPcKulaUrFHjx4YhoHVaiU6Olr5qQodyhTmpGfPnnz22WfanV49cuQIp0+fJisriwoVKqiOk429jPWVK1e0KesbFxdn3kv36dNHmw0mN2/eJDg42NygoItBgwaZ19XcqhboQvUGR90q5NjZy7fdvogcFRVF+/btFScTeUkWYsR9pWtZkTFjxmjVLBn0LeMGcOvWLerXr8+HH37Ip59+qjqO1iIjI0lMTMTPz0+rGtw+Pj53laJYtmyZFrvDdNSpUye8vLzMnfgfffSRLD7+FwoVKqTsb6empnL9+nVcXV1xdHTUZiLT7s8//2TdunWMGjVKq8aVd7px44bqCOzZs4fevXvj5uYG2BaHVAsMDKRBgwbZSrmtX7+eF154gcaNGyvLFRAQQHJysnblA3TttXDq1CkiIiLMn59//nnFieD555/n+eefJy0tjZiYGDp37qxNuZ/MzExCQ0OxWq3abgDQha7jeR8fH4YOHao6RjaGYbBhwwb8/PzYu3evVqfJdSypCLbSrwApKSnMmTNHcRq14717MQyDffv2ERkZafbS0aG5dM2aNenbt682p9Ju161bNyZNmkTv3r21WXC/ceMGp0+fBmzveV08+eSThISEaFeCMjMzk7lz55KVlUXPnj15+eWXVUfKleqT9zpWyAG0vjcUeUcWYsR9pWtZEd2aJYO+ZdwAnn32WW7dusXbb7+txeSczgYMGICzszN+fn6MHz9eu/4Ut9Np94dunn76aT7++GPVMf6WbosMdion6ho3bkz37t3Ncg8lS5ZUliUnpUqVYt++fXTp0oXNmzerjqO1hQsXardbbdq0aaxdu5bZs2ebpdy6d++Ot7e36mjs2LGD8ePHm5NOOpSj0LXXwrx589i4cSOGYTBv3jycnZ1VRzK5uLjQuXNnOnfurDoKABMnTmTq1KlMmzaN2NhYsym3yJmu43knJycaN27M448/DqDFPdnEiROZM2cOsbGx+Pr6MnHiRNWRTDqWVATb5jiwnV44f/684jR6a9SoEenp6Vo1l/7uu+/45JNPMAyDBg0a0Lt3b9WRTJ6enuYpHR36sIBt8+xnn30GoNXmQV1LUK5fv57IyEgyMzPp0aOH1gsxqjd16FghB/46EXM7HSqsiLwlCzHivtK1rIhuzZJB3zJuYDsKbLFY+P3337U73aSbYsWK4e7uDui7S0zc2+DBg9m3bx+9evUyJzR12Im/f/9+Nm/ebE7+tmzZkiFDhqiOlSOVk+bt27fPdnzbvqsvPDycnj17qopl6tevHwcPHmTbtm3UqlVLdZxc6VCL+NChQ0RERJi1wXW4UXJwcMDf3x9/f/9sj+vw/ho8eLB2C1e6NkTdvn07cXFxpKWlsXz5cm12s+rIfrr3hx9+ID4+3mwELHKm63j+119/ZePGjapjZOPk5KTFgnFOdCypCLZTmWC7x3jttdfUhtFcy5Yt2bRpk1YnKX744QdzzqF///5qw9xBx4ohGzZsICwsDIApU6Zo85zdXoLy4sWLquOYPDw8OH/+PJmZmTz11FOkpqZSpEgR1bG0pOP7Hf46EZORkaHdOELkHVmIEfeVjmVFQL9myaBvGTew1RudNGkSjz76KEOHDn0oTgqoUrx4cbZt28agQYO0KrGQE3ujYpGdTseT7Xr27EmlSpV48cUX8fDw4OTJk4waNYrmzZvTpEkT1fHuovq4eU50qXcdGBjI+fPn8fPzY9++fVo0uX311VfN2vyurq4EBAQor0X8888/s2bNGi1rg+dEh/fXnQseupg5c6ZZQkeXhqirVq1i4sSJcpP7D1y6dIkNGzaYC2gZGRmKE+lN1/F8amoqy5YtM+/JdCjTpCtdSyqmpqby+eefm7/rcspDVwMHDiQzM5PGjRsTHx9P165dVUfiypUrbN26FcMw+P3331XHyUa3iiGDBw9m165dJCUlYbVaOXHihDYLMfYSlBMmTKBhw4aq45iOHz/OyJEjSU9PJzMzk6CgIG03mqjeMKTb+/12o0aN4tSpUyxZsoQBAwZo24tL3D+yECPuKx3LioCezZJ1LeMGmPVPAa5fv64wif6GDx/Oa6+9hmEYlC9fXnWce9Jh4lBHpUqVYurUqeau3xkzZiif1AwPDwdstX8dHR2pUKHCXTvydaL6uHlOdPkOKlasGBUrVmT06NHalGGpUaMGo0ePxjAMPvjgAzZt2qR8p21YWBg3b97Usja4rmbOnMncuXOxWq3aLHjY2Tcm6PI59Pb25saNG9pvmNDBiBEj+Prrr83+Ijou/utE1/F8gwYNSE9P5/Lly6qjaE/XkoqBgYHmffWVK1dwcHBQXtFBZyVKlMBqtdK1a1dt+nZOmTKFyMhI82ed2CuGZGZmcuvWLeUVQ4KCgqhSpQp16tTBYrFocZrWLjY2lqFDhzJt2jTVUUxpaWk0bNiQNWvWcPz4cSIiIvD19VUdK1eqN+3pWCHH7tq1a5QtWxZANgwVELIQI+4rHcuKgJ7NknUt4wZQu3ZtWrdujWEYtGzZUnUcrYWFhZkNR6tXr87gwYNVR8qVLhNiOrJP/gL88ssvCpP8RXbH/G90OQH2/PPPY7Vaee211zhy5AiDBg1SHYljx46RnJyM1Wrl2LFj5uBfpSNHjtC+fXuzH0VISIjiRPemwwSB1WrFMAwMw9Dm+h4WFsbZs2fx8vLi1VdfNcvqqHb8+HGzbKFhGNruGNVBhQoVzL4BgNYn03Sg63j+pZdeMhu99+rVS3EavelaUvGRRx7ht99+49FHH6Vs2bIcPnxYdSSt1atXDwcHB1577TWzF4RK06dPz3aKadmyZco3et1ux44d5iY9HXrElCpViuTkZCZMmGBuCtXlu1rHnnzlypVj7NixREZGEhQUpPUiDKjftKdjhRw7wzBITk4mLi5ONs4WELIQI+4bncuK2Jsld+7cWZtmybqWcQPo0KEDb775JidOnKB48eKq42jt4sWL5uKeDhOs96LLxLSOHBwcGDVqFIZhkJWVpToO8HDtjtFlEvh2OgxkJ0yYwMGDB/H398fNzU2bXgshISFMmTIFwzAICQmhRIkSqiPh4eFBxYoViYmJUR3lLvHx8cTExJCWlmZO4uswsdm3b1/eeustAG0WPI4ePUp8fDw9e/Y0T/aplpaWxvTp07W8TomHn67j+dDQUMaNGwfAyJEjtep7oiMdSypmZmYSERFBz549GTp0qDZjCF1Vq1YNT09PXFxcKFmypOo45sS4fbOEbqXlRowYQWpqKunp6RQpUsTszaLS3Llz8fLyIjg4WKtr1u0bLXV5HVesWEFERAQbNmzgwoULpKWl4eLiojqWtnSskGMXGhrK0qVLOXPmTLZylCL/koUYcd/oXFZk4MCB5s/2ZtcTJkwwd0eqoGsZN7CV2+rfvz+jRo3CwcGBJUuWqI6kpa+++ork5GQiIiIAPSZ+70X3fCpNmDCBxMREAG1KzD1Mu2OaNm2qOoKWEhMTiYyM5KWXXiI+Pp5ChQqpjgSAu7s71atXJy0tjT179mhRR93b21uL/jk50bG/yOnTp3niiSfMiVZdJgYuX77M2rVruXjxImvXrgXU96b46KOPOHPmTLbHdNllKx5+uo7nb5+MVl0S5mGhW0nFX375Jdv19NSpU6ojaW3SpEm88847xMTEcOXKFfP+TJXDhw9nuzYYhqHVOKdEiRLm4t6wYcMUp7Hx9PTk5s2bWCwWLly4oDqOaefOnQwfPhywTejr8Do+//zzPP/886SlpRETE0Pnzp213Mxkp3qRSMcKOXb79+9n8+bNGIZB2bJlefnll1VHEnlMFmLEffOwlRW5ceOG0r+vaxk3gKtXr7J69WqGDRsmizD3cPnyZV555RXzBEXjxo0VJxL/VmxsLF988QVXr17FxcWFVatWqY5k7o45ffq0WS5DB++++65Zc95eD/+FF15QnOpuOkyk2CelixcvzjfffAOon5QG2+m9jh074uHhoTqKSefSezr2F5k5cyZg+wyePn2aNWvWcOXKFcWpoE2bNly6dInXX3+dS5cuabFA1K5du2y/65BJ5B86juffffdd/P39adOmDYZh0KVLF9WRtKZrScU7r6dvvPGG6kha+/XXX4mIiKB///7Mnj1bdRztT8TEx8eTkpJCZmYmhw4d0qJHZufOnXF2diYsLIxGjRopzWLXtm1bjh49SkJCAoZhaLUpB2wLHJ07d6Zz586qo5jsCwtXr16lbNmytGzZ0twMrYq9Qk6XLl20qZBjFxERQWRkJFarlXfeeUcWYgoAWYgR943OZUV0o3MZN4D69evz888/U6lSJcqUKaM6jrYCAgJ4//33qVevHnXr1sXd3V11pHvSYWJaV+vWraNChQoMGzaMSZMmqY4D2G7AZ82axTPPPMPMmTPp06eP6kgAFCpUyGw8qjMdSvHdOYmii+rVq9O8eXPVMbLR5bRQTnTsLzJ+/HiuXLnCJ598gru7u3miT7WAgADVEe4SExPDtm3beO6553B2dub77783F0aF+F/oOp6/dOkSpUuXJjQ0FJDFx7+jY0lF0PN6qrPu3btz9uxZSpcurUVpuXr16vHFF1+QkJBAWFgY06dP1+Ikhd3tJbXr1aunMMlfHBwciIuLw9vbm2PHjqmOA0CNGjXo378/R44cITY2Vov+Qzrr2bMnlSpV4sUXX8TDw4OTJ08yatQomjdvTpMmTZTlslfIWb16tfJFodulpqby1FNPce7cOcC2+Uvkf7IQI+4bXcuKfPPNN3h7e/Pcc89le/zO3x8kncu4ffPNN3Ts2JEDBw4Aekxm6mzYsGFs3bqVt99+m6SkJL777jvVkQA4f/48Bw4coEWLFiQkJFClShU6dOigOpa2HnvsMVJSUti7dy8//fST6jgA+Pj4MG7cODp16kRycrLqOICt8eixY8e0a1iZEx3Kuek6ibJ8+XI2btxIkSJFMAzDnEQUd7NarVStWpV+/fqpjpLN1KlTSUhIYPDgwdkaq4u7hYSEMGLECLOM29SpUxUnEvmFruP5kydPEhMTY27AMQyD0aNHK06lLx1LKor/zvTp080FxxkzZihO85fdu3ebffiSkpLUhrnD2bNnsy0S6XASbOjQoQwZMkSrUyfnzp2jdu3aLFy4kLi4OOnV9Ddmz57N/v378fPzA6BChQr4+/srTvWXLVu2aLFhws7+ubN/R8vGiYJBFmLEfaNrWZHw8HAcHR3p1KmT+VizZs1o3769skw6l3GLiYmhYcOGzJ07lxkzZrB27VpatGihOpa2QkJCKFy4MHXq1NHqJnfkyJF4eHjQokUL5s+fz7Rp0yhXrpzqWNoKDAzE0dGRiIgIevfurToOAK6urkyePJnQ0FBWr17NBx98oDoSvr6+ZqkF0HuwKCfAcrd9+3bVER4ahmGwb98+IiMjzcVHHSbo1qxZg4eHByEhIebnUBbUcnfp0iVCQ0Nxdnbm4sWLquOIfELX8Xz16tW1GpPqTseSiuK/c/vYVCeOjrbptitXrmixQeh2Oi4S1ahRA19fX1xdXVVHMV26dIkNGzbg6ekJQEZGhuJEejMMg82bN5sLMbrRpcKE3YIFC3J8PDw8nJ49ez7gNOJBkYUYcd/oWlYkKCiIqVOncvnyZW3qs0oZt/zDz8+PxMREkpOT2bNnD5UrV1YdCbA147ZPGoq/980332TbFaZDz5MBAwYAtomd119/XXEam3r16hEbG0vz5s0JCgrC19dXy5OQAF5eXqojaCk4OPiuG26ZwL+3Ro0akZGRYfZG0kF8fHyOj0dFRd3VE0XYbmjtjZOlrIi4X3Qdz+c20SQTOznT9fSq+OeSk5Np06aNufABtpNhly5dUlambPHixXTr1o1JkybRu3dvs8SpLnRcJEpOTqZr1664uLiYfShVGzFiBF9//TVDhw4FUFpe62ERGxvLpk2bcHNz0+bkfWxsLEuWLDH7uel0KiYnunwmRd6QhRiR77300kvUrFmThIQEUlNTVccB9C3jBrYdMe3ateP69eu0bdtWm+dMV48//jiJiYlcvHiRmzdvqo5jKlu2LIsXL+bw4cPa7kjRiW67woKDgzl16pT5uy6DWICdO3fi5ubGyy+/zK5du1THAXIeXPfq1Ut1LC1NmDAB+GuALwtWf++ll15i1qxZANq/r3788UfVEbTUsWNHDMMwxzSrVq1SG0jkC7qO5ytVqpTj4zKxI/KrJ554gl69evHbb79hsVhwdHSkVq1aShcenZyc+Pzzz5k0aRLFixdXliMnYWFhHD58mIMHD5KYmKjNIlGRIkVYsWKF6hjZVKhQIVsJWN0n8HWwY8cO1RHuEhcXp10/N1FwyUKMKBCCgoI4d+4cfn5+7Nu3T/lNk65l3ACzNvKdZJdtzm7evElwcDCPPfaY6ijZ9O7dmzfffBOr1arV8W5d6bYrzD5ZrqMzZ84wZcoUFi9ezLZt21THAWRw/d8aPHgwaWlpWK1WChcurPX7TQehoaFmf5GRI0eyaNEixYlyJyX5chYZGWn+PGnSJIVJRH6i83g+J3J9EPlVvXr1cmw4v3fvXmrUqKEgkW0DQKFChWjYsKHZm1aXTVVHjx4lPj6enj17Eh4erjqOac+ePfTu3Rs3NzdA7/shkTv75pfr169z5coVtm7dqjoSN27c0K6f273YS+GJ/EkWYkSB4OrqSsWKFRk9ejRhYWGq42hbxu1eZJdtzp588klCQkLMXbbz589XnAjatm1rluCzl+PTZeCvI113hc2bN4+oqCgyMzO5desWW7ZsUR0JgEWLFpGenk7RokUZMWKE6jjAwze4Vs3Z2dn8Lhw+fLjiNPpzcXGhZMmSABQuXFhxmnvTPZ8qR48eBSAzM9P8WYj/1cM2nn/iiSdURxDigVq/fr2yhZhRo0ZhGAbfffedVs3nAS5fvszatWu5ePGiuQlTh/53CxcuzHYPKx5Ot29+mTJlirogtxkzZgyfffYZYPts6mr+/Pk888wz2p/AF/8bWYgRBULVqlUB21FSb29vxWkeTjIYytncuXPx8vIiODhYm13S0dHRgJQe+qd03RWWkJBArVq1GDNmjFY7whYvXkxUVBQZGRlkZWVpsUB0++BaGhTf2/Tp00lISODDDz/EarVy6NAh1ZG0tm3bNvz9/WnTpg1Wq5UqVaqojnRPOpXI1In9e7FQoUK8++67itMIoYYOJ36FKCheffVVXnzxxbse//rrr3nllVcUJPpLmzZtuHTpEq+//jqXLl3SoocuwKFDh4iIiDBLDZcqVUp1JPEv2Bf3MjMzOXDggOI0NjNmzKBevXrUrVsXd3d31XGyub2PdYsWLTh48KDiRCKvyUKMKBBee+01EhMTWb16NWfPnlUd56Eku2xz5unpyc2bN7FYLFy8eFF1HNOIESNITU0lPT2dIkWKaHESTFe67gpzd3cnLS2NJUuWaDOIBT0XiDZs2GC+x6dMmUL//v3VBtKYr68vvr6+5u85lfIQf1m6dCmzZs2iZcuWAAQGBipOJP5bR48epU2bNhiGke1mVwghRP6mciNhToswAN9++63yhZiAgAClfz8nP//8M2vWrJFSw/mAfXHPxcWFTz75RHUcAIYNG8bWrVt5++23SUpK4rvvvlMdyfTJJ58wdOhQAEqUKEGTJk0UJxJ5TRZiRIHQv39/nJ2dqV69OuPHj2f69OmqIz10ZJdtzjp37oyzszMTJkygYcOGquOYSpQowXvvvQfYBh4id7ruChs+fDiGYbBu3To+/vhj1XFMui0QDR48mF27dpGUlITVauXEiROyEHMP9erVY/Dgweb73NXVlSeffJLSpUsrTqYnZ2fnbL87ODgoSvLPyOnVu0VHR5uLMACGYcjJOVEgyfVB5GdLly6lU6dOgK2MbkBAAL1791acSvxTYWFh3Lx5U0oN5wMvvfQSs2bNAqBatWqK09iEhIRQuHBh6tSpo90YcMeOHYwfP55HHnkEgL59+ypOJPKaLMSIAqFYsWLmEcSHrZ6z0FtsbCxDhw5l2rRpqqNkEx8fT0pKCpmZmRw6dIgZM2bIl3oudNwVBrBq1SpWrVpFVlYWkZGR2vT5sfeF0WWBKCgoiCpVqlCnTh0sFos0N/wHsrKyzEaaixcvZvz48cybN091LG1t2LABPz8/9u/fr/1EppxevVtISAg7d+6kdu3aAOzevVtxIiHUkB4xIr+aPn0669at488//8RqtRIfH09AQICWY0LdxxGqHDlyhPbt25sT9yEhIYoTiX8rNDSUcePGATBy5Egtyrf7+fmRmJhIcnIye/bsoXLlyqojmQYPHmz+rMuGUJG3ZCFGFAjFixdn27ZtDBo0CIvFojrOQ0kGjTnTdQfDoEGDzC9yKT30cNq4cSNffvml6hh36dOnj7m7fM2aNcyfP19pnlKlSpGcnMyECRNITU0FUJ5Jd9evX6d69eoAzJkzR3qn3cOnn37KnDlziI2NxdfXl0mTJqmOdE9yejVnq1atMhdi1qxZQ61atRQnEuLBkx4xIr/y9fXlzz//xNfXF4vFQtu2bVVHAmzltmbOnAlAr169KF26tFmCSGTn4eFBxYoViYmJUR1F/I9cXFwoWbIkoMcGof379/P444+TmJjIxYsXtRsrnz17loSEBMLCwpg+fTp169ZVHUnkMVmIEQXC8OHDad26NVarlfLly6uO81DS4UtUR7ruYMjMzGTu3LlkZWXRs2dPXn75ZdWRxH/Jz8+PuLg43NzcALQZlNmPmqekpDBnzhzFaWzmzp2Ll5cXwcHBWuy60t3LL79MmzZtsFgstGnThjJlyqiOpC0nJydtFtjFv3fhwgVOnjyJYRicP39edRwhlJBNVSK/qlevHo8++ihfffUVaWlpfPPNN1qUHxozZgxjx44FYNSoUSxatAgXFxfFqfTk7e2tzb2O+N/4+/ubvfm6dOmiOg7z58+nUaNGBAcH89hjj6mOc5fdu3dTokQJAJKSktSGEQ+ELMSIfK9t27bmBLm9SasuJX4eJrrtHNDFzp07GT58OGA7Qq3LAHL9+vVERkaSmZlJjx49ZCHmIbRlyxZq165t3rDp8t66desWAI6OjtpMaHp6enLz5k0sFgsXLlxQHUd77dq1o27duqSlpWEYBk8//bTqSOI+kQmenI0dO9bsDxgaGqo4jRBqeHl5qY4gRJ4ZPXo0oaGhWn0Puri4mGMs2dR4b5MnT1YdQdwnL7zwAi1btmTLli3myRiVdu/ejaurK99++6352IQJExQmys7R0TYtf+XKFTm5WkDIQozI96Kjo3N8fO/evdSoUeMBpxH5Sdu2bTl69CgJCQkYhoGTk5PqSCYPDw/Onz9PZmYmTz31FKmpqRQpUkR1LPFfeO655+jXr5/qGHcJDAzEMAxcXFx4/fXXVccBoHPnzjg7OxMWFkajRo1Ux9Fe9+7deeyxx3B0dMQwDD766CPVkcS/sH//fjZv3szVq1cpW7YsLVu2ZMiQIapjacnZ2ZmqVauSlpbG1q1b6dq1q+pIQuSp2NhYlixZgsVioWPHjrRq1YpevXqpjiVEnqlcubJZmkwXup0M0Jn08c0/Jk2axDvvvENMTAxXrlwhIiJCaR4fHx+CgoK0PRXarVs3Jk2aRO/evQkODlYdRzwAshAjCqz169fLQsx/QafdRbqoUaMG/fv358iRI8TGxuLj46M6kun48eOMHDmS9PR0MjMzCQoKkr4ZD5mtW7fStGlTihUrptVJvkGDBpk/G4bB0aNHqVChgsJE4ODgQFxcHN7e3hw7dkxploeBr68vAwcOVB1D/A969uxJpUqVePHFF/Hw8ODkyZOMGjWK5s2b06RJE9XxtPP+++/TqVMnPDw8VEcR4oGIi4szxw19+vShVatWihMJkXfatm1Leno6LVu2pHDhwtqMmx0dHc2eJ7GxsYrTCPFg/Prrr0RERNC/f39mz56tOg6enp5an/739PQ076Xl5GrBIAsxQoi7fPHFF9kahgUGBsou2xycO3eO2rVrs3DhQuLi4njvvfdURwIgLS2Nhg0bsmbNGo4fP05ERAS+vr6qY4n/0pYtW1RHyNG7775rLjoeOXKE+vXrK6/DPXToUIYMGaLVqTSdrV69mpMnT1K0aFFAr+P54p8JDw8HbP3AHB0dqVChAv7+/opT6cvPz4/mzZurjiHEA3Pjxg1Onz4N2Hq6CZGfRUdHk5qaau5416EM2FdffUVkZCRgK4++dOlSWrZsqTiVEHmve/funDlzhtKlS1OzZk0ALl68aPZBedA+/fRTJX/3nxozZgx9+/YlPT2dAQMGsGzZMtWRRB6ThRhRYOl6NFEH0jDsn7l06RIbNmzA09MTgIyMDMWJbMqVK8fYsWOJjIwkKChIFmEeQoGBgTRo0IAqVarg7u5OUlIS69ev54UXXqBx48ZKs7344otm49ERI0YoX4QB2+k0X19fXF1dVUd5KCxevDhb7zTxcBo1ahSnTp1iyZIlDBgwQOqr38Py5cvZuHEjRYoU0WantBB5acyYMXz22WcAWnxPC5HX6tatyxNPPAFAcnIyr7/+OiNGjFCW5/LlyxQuXJjLly9jsVjMnqJC5Hf16tUzf37jjTcAmDVrlnwX5cLHx4fKlSsDUKZMGcVpxIMgCzGiQLh16xYHDx4kNTUVsA3UevfurTiVvqRh2D8zYsQIvv76a4YOHQqgTTmYFStWEBERwYYNG7hw4QJpaWlSWu4hM23aNNauXcvs2bPN/g/du3fH29tbdTQuXbrEhx9+CMDvv/+uOI1NcnIyXbt2xcXFBcMwWLp0qepIWjt06BARERFm74BSpUqpjiT+hWvXrlG2bFkAOQ32N7Zv3646ghAP1IYNGwgLCwNgypQp9O/fX20gIfLYq6++ao5PR48ezdWrV5XmCQgIoGXLlmzatImUlBQSEhKoVKmS0kxCqKJ645e9lHZERASlS5emVq1aSvPcLioqiri4ODIzM7l16xbt2rWTDUP5nCzEiAKhb9++nD9/Hj8/P/bt20fdunXNUwzibtIw7J+pUKFCtt4YutTffv7553n++edJS0sjJiaGzp07m/WJxcPBwcEBf3//u0oNhYeH07NnT0WpYOLEicyePZtp06YRGxtLtWrVlGW5XZEiRVixYoXqGA+NNWvWSO+AfMAwDJKTk4mLi5NNE/cQHBx81+leucEV+dngwYPZtWsXSUlJWK1WTpw4IQsxIt87deqU2RT81KlTPP/884oTwcCBA8nMzKRx48bEx8fTtWtX1ZGEKJAWL15Mp06d+Pnnn9m8ebNWCzE7duwwx/HSI6ZgkIUYUSAUK1aMihUrMnr0aHN3mMidNAzLH1xcXOjcuTOdO3dWHUXcJ6onW8+ePQvADz/8QHx8vDZ9kfbs2UPv3r1xc3MDpOfJ35HeAflDaGgoS5cu5fTp00yfPl11HG3J9UAUNEFBQVSpUoU6depgsVhk85koEObNm8fGjRsxDIN58+bh7OysOhIlSpTAarXStWtXcwwtRH5nr0IDUKhQISwWC02bNlWYCH755Rdmz57NsGHDtCvlO2LECFJTU0lPT6dIkSIyX1kAyEKMKBCqVq0K2E4s6FDaR3fSMEwIkRNd+yItXLhQep78F6R3QP7Qpk0bZs2axTPPPMPMmTPp06eP6kha0rnnlhB5oVSpUiQnJzNhwgRzQmz+/PmKUwmRd6ZMmcL58+fNMeDWrVu1WISvV68eDg4OvPbaa/j4+KiOI8QDoVu/JoCQkBAuXbrEU089dVfFCdVKlChhbm4cNmyY4jTiQZCFGJHvWa1WihQpwuuvvy4nA/4haRgmhJ5U72rVtS+S9Dz559auXQtA/fr1ATh27BilS5dWmEj8Wz4+PowbN45OnTqRnJysOo62dO65JURemTt3Ll5eXgQHB7No0SLVcYTIU+3btyc9PR3DMLBarebmHNVeeeUVjhw5wrBhw7TJJERe061fE9j6ph0+fJg6deqwfft28z5IB/Hx8aSkpJCZmcmhQ4eYMWMGffv2VR1L5CFZiBH5nmEY/PDDD9SsWZNHHnkEsPUTELmzNwzLyMggKytLGoYJoUB8fDwxMTGkpaVhGAbz58+nV69eSjPp2Bfp559/lp4n/4VLly7JZEA+4erqyuTJkwkNDWX16tV88MEHqiNpSdeeW0LkJU9PT27evInFYuHChQuq4wiRpyZNmpTtZLRhGFqciGnXrh01atTAyckJwzCoUaOG6khC5Dkd+zWdPHmSkiVLAnDt2jXFabIbNGiQ+XO9evUUJhEPiizEiALh1KlT2Y5DyvH8e9uxY4fqCEIUeKtWrWLixIk4OTmpjqK1sLAwbt68KT1P/qGAgACmT59u7hotVqwYf/zxBx4eHqqjif/SgAEDAFu5hddff11xmoeP6p5bQuSlzp074+zsTFhYGI0aNVIdR4g8FRQUBKBdmVofHx/zFLkQBYWO/ZoMw+DGjRscPnyY8+fPq46TzdmzZ0lISCAsLIzp06cTGBioOpLIY7IQIwqE8PBwvv76a6xWq/JGYQ+DefPmERUVRWZmJrdu3WLLli2qIwlR4Hh7e3Pjxg0sFovqKFo7cuQI7du3p1q1aoBtUlrc24EDB3j11VcxDIPY2Fi2bNkiGxQeMsHBwZw6dcr83TAMObkqhDA5ODgQFxeHt7c3x44dUx1HiDxVqlQpIiIiWLVqFRaLhVatWmlRptbJyYnGjRvz+OOPA7B06VLFiYTIe9u3bycuLo60tDSWL1+uxT3G+++/z4wZM4iIiGD8+PGq42Sze/duSpQoAUBSUpLaMOKBkIUYUSD07t3brAPZq1cv5s2bpzaQ5hISEqhVqxZjxozR4li3EAXR8ePHCQ4OBjBLk4m7eXh4ULFiRWJiYlRHeWg88sgjtGnTBoCdO3dKuc6HkHw3/+9U99wSIi8NHTqUIUOGyKlaUWB8++23LF++HLCdkOnSpYviRLaTlxs3blQdQ4gHSseqDnFxcXz88ccATJkyhf79+6sNdBtHR9u0/JUrV+S0dgEhCzGiQHBzc+PNN98E4Pvvv1ecRn/u7u6kp6ezZMkSDhw4oDqOEAWO1WqlatWq9OvXT3UU7Xl7e1O3bl3VMR4qTz/9NG3atMEwDF566SUqVaqkOpL4F+T06j/Xvn176tevT0BAgLnwqLrnlhB5qUaNGvj6+uLq6qo6ihB57siRIxiGwfbt21VHySY1NZVly5bh5uYGQLNmzRQnEiLv6VbVYfDgwezatYukpCSsVisnTpzQZiEmLCyMw4cPc/DgQRITE81NmCJ/k4UYUSB4eHjw9ttvA2hxTFl37dq1o0yZMqxdu1a7o5tCFASGYbBv3z4iIyN55JFHALl5y83kyZNVR3jo9O/fX5sbEPHvyenVf+7LL79k27ZtdOnShVKlSjFw4ECzaasQ+VFycjJdu3bFxcUFwzCkJJLI12JiYnj88cf55ptvAMxSYKo1aNCA9PR0Ll++rDqKEA+MblUdgoKCqFKlCnXq1MEwDLy8vJTmud3Ro0eJj4+nZ8+ehIeHq44jHhBZiBEFwujRozl9+jSGYciN9z+wbt06KlasSOvWrVVHEaLAatSoERkZGXLz9jcKFSqkOsJDZ+DAgVy4cMFsZisTdA8nd3d30tLS5PTqP7B//36WLVtG6dKleeONNwgODiYyMlJ1LCHyTJEiRVixYoXqGEI8ELn1B5wwYYLSHeYvvfQSs2bNAuQUpigY0tLSmD59unmPoYOVK1dy7tw5vv/+e6xWK4ZhaLOB6fLly6xdu5aLFy+ydu1aQDZfFgSGVadPiBB5ZPjw4dy4cYP09HSKFClCWFiY6kha8/X15cknnzR34ksDYCEevJMnT2a7eStdurTiRCK/mDhxIoMGDVIdQ/yPbty4gWEYrFu3jqpVq/Kf//xHdSRthYWF0atXL7M8TGJiIuXLl1ecSoi806BBA8qVK2e+53WZdBLiQQoNDc11keZB6Nq1K+PGjQNg5MiRLFq0SFkWIR6EkJAQzpw5k+0x1SdikpOTSU9PxzAM87Gnn35aYaK/3HlNMAyDrl27KkojHhQ5ESMKBE9PT9577z0Ahg0bpjiN3hYuXMj3339PUFAQly9fxs/PT3UkIQqk0NBQuXkTeWL79u1YrVaKFi0KQN++fRUnEv/GqlWrWLVqFVlZWURGRsqmiXuwWq3mhDQgizAi31u4cKE56ST7LoVQw8XFxazGUbhwYcVphMh77dq1y/b77YsfqjzxxBNERkaaY2bDMLQZMwcEBKiOIBSQhRhRIMTHx5OSkkJmZiaHDh1ixowZMvGUi++++45u3bpRqFAhoqOjGTBggOpIQhRIcvMm8srAgQPNn3W4QRL/zsaNG/nyyy9Vx3goxMbGcvLkSfOkr5wOEPndoUOHiIiIwGKx0LFjR+mRKfK1b775Bm9vb5577rlsj9/5+4P07rvv4u/vT5s2bTAMgy5duijLIsSDEhMTw7Zt23juuedwdnbm+++/N3s3qSRjZqETWYgRBcLtJVjq1aunMIn+7JNykyZNAiAzM1NlHCEKpG3btpk3b1arlSpVqqiOJPKRLVu2YBiGWSe5bt26qiOJf8HPz4+4uDjzpIe8jjmzWq1MnjyZEiVKqI4ixAPx888/s2bNGnPHb58+fWjVqpXiVELknfDwcBwdHenUqZP5WLNmzWjfvr2yTJcuXaJ06dKEhoYCsvFFFAwhISGMGDHCrOowdepUxYlsZMwsdCILMaJAuHLlCs2bNycoKAhfX18CAwNVR9KWYRhs2LABPz8/9u7di8ViUR1JiAJn6dKlzJo1i5YtWwLINUvcVx06dAAgJSVFdoc9xLZs2ULt2rVxcXEB5KYyN4ZhsHnzZqUNm4V4kMLCwrh58yanT58GbNd6IfKzoKAgpk6dyuXLl81NJqqdPHmSmJgYszSgYRiMHj1acSoh8t6lS5cIDQ3F2dmZixcvqo4DyJhZ6EUWYkSBsHPnTtzc3Hj55ZfZtWuX6jhamzhxInPmzCE2NhZfX18mTpyoOpIQBY6zs3O23x0cHBQlEflRuXLlzJ+XL1+uMIn4Xzz33HP069dPdYyHQmxsLJs2bcLNzU2r2uBC5IUjR47Qvn17qlWrBqC0WbkQD8JLL71EzZo1SUhIIDU1VXUcAKpXry4LL6JACg8P5/DhwxiGgY+Pj+o4gIyZhV5kIUYUCGfOnGHKlCksXryYbdu2qY6jNScnJ+mfI4QG7CfT9u/fL412xX3Vtm1bwLbA98orryhOI/6trVu30rRpU4oVKyaLC39j27ZtnDt3jpIlS5KWlqY6jhB5ysPDg4oVKxITE6M6ihAPTFBQEOfOncPPz499+/Yp3/Hep0+fHB8PDw+nZ8+eDziNEA9Ox44dMQzDXBRdtWqV2kD8NWa2lyaTMbNQybDK7I4oADIyMrhx4wYWi4Xr16/j5eWlOpIQQuQqIyODOXPmcOTIEXx9fenRowdOTk6qYwkhxEOpX79+pKSkMG/ePHr16sXs2bNVRxIiz/Tp04eZM2eqjiHEAzVo0CCcnZ356KOPCAsLY/Dgwaoj5eiDDz6QkzKiwJg0aRIDBw5UHSNHX3/9tWxIE0rIiRhRIHzyySf88ssvWK1Wnn76aRn8CCG0JifTRF765JNPWLFiBUWLFuXy5cscOnRIdSTxXwoMDKRBgwZUqVIFd3d3kpKSWL9+PS+88AKNGzdWHU87Dg4OlCpVCoBHHnlEcRoh8tbkyZNVRxDigatatSoArVq1wtvbW3Ga3Mk+aJHfHT16FIDMzEzzZx19++23shAjlJCFGFEg/P7778yZMwdA290xQgghxIOQnJxM06ZNCQ0N5dNPP1UdR/wL06ZNY+3atcyePZurV69StmxZunfvrvXkk0ouLi4kJiby+eef88cff6iOI0SeKlSokOoIQjxwr732GomJiaxevZqzZ8+qjpOrJ554QnUEIfJUdHQ0YPsuevfddxWnEUI/shAjCoQ///yTRYsWYRgGv/32m+o4QgghhDLFixcnKyuLsWPH8v3336uOI/4FBwcH/P398ff3z/a41J7P2bhx49i4cSNWq1VOGwohRD7Uv39/nJ2dqV69OuPHj2f69OmqI+Xo119/VR1BiDxz9OhR2rRpg2EYWK1WDMNQHQkgxyxyOk2oIgsxokCYPXs2X3/9NVarVeqCCyGEKNBGjhyJ1WolISGB9957T3UccR/JBE/ONm/ezKpVq0hLSyM6Opr58+erjiSEEOI+KlasGO7u7oCcChNClejoaHMRBsAwDC3aAnzyyScMHTo022N3/i7EgyILMaJAmDFjhjnZNGPGDNkNKYQQokB66623zB1h9t1hMikt8ru5c+cSHh6Oi4uL6ihCCCHyQPHixdm2bRuDBg3CwcFBdZxcyS58kZ+FhISwc+dOateuDcDu3bsVJ7LZsWMH48ePN/sE9u3bV8aEQhlZiBEFwunTp82ff/nlF4VJhBBCCHVmzZqF1WqlX79+fPbZZ6rjiPvM09NTdQTtpKamUrZsWVJSUnB0lFsfIYTIj4YPH07r1q3JysrSuheY9IgR+d2qVavMhZg1a9ZQq1YtxYmy94nWpVyaKLjkbkQUCA4ODowaNQqLxUJWVpbqOEIIIYQS9t1fjo6OshPsIRcfH09MTAxpaWnmyaZevXqpjqUdHx8fXnzxRYYPH056ejq//vormzZtUh1LCCHEffbcc88Btt3u9olg3UgJUZHfXbhwgZMnT2IYBufPn1cdB4CzZ8+SkJBAWFgY06dPp27duqojiQJMFmJEvme1WnnllVd48sknsVqtVKhQQXUkIYQQQgl789rDhw8zY8YMACnX+ZBatWoVEydOxMnJSXUUrb3yyivZ+gPK+10IIYQqUppM5Hdjx4417zdCQ0MVp7HZvXs3JUqUACApKUltGFHgyUKMyPcMw2D//v00bNgQi8WiOo4QQgihjK+vb7Z/2l28eNG8QREPB29vb27cuCFjm79x58kvKU8mhBD5S9u2bbP1v0tNTVWcKHdeXl6qIwiRp5ydnalatSppaWls3bqVrl27qo5kjv2uXLkip9KEcoZVluRFAeDv74/VaqVw4cIYhkFUVJTqSEIIIYQ2PvjgA0aPHq06hvgvvPXWW+bP9tJk4m79+vWjefPm+Pn5sX//ftasWSP9kYQQogCIioqiXbt2yv5+bGwsS5YswWKx0LFjR1q1aqUsixAPSufOnenUqZO5+NGkSRPFiSAhIYFJkyaRkZHBkCFDqFKliupIogCTLWGiQIiMjCQxMRE/Pz/Onj2rOo4QQgihFdmX83CxWq1UrVqVfv36qY6ivU8//ZQ5c+YQGxuLr68vkyZNUh1JCCHEA/Djjz8q/ftxcXHmBtA+ffrIQowoEPz8/GjevLnqGKa1a9cC0L59ewDOnz8vCzFCKVmIEQXCgAEDcHZ2xs/Pj/Hjx5s1K4UQQgiBWdJDPBwMw2Dfvn1ERkbyyCOPANCsWTPFqfTk5OQkfWGEEKIAUr3J5MaNG5w+fRqAlJQUpVmEeFCWL1/Oxo0bKVKkiBbVaC5dusTq1aupVasWzs7ObN++XcbMQilZiBEFQrFixXB3dwegUKFCasMIIYQQmpHvxodPo0aNyMjI4PLly6qjCCGEENopXLiw0r8/ZswYsxSmlH8VBcX27dtVR8gmICCAxMREBg8eDMCtW7cUJxIFnSzEiAKhePHibNu2jUGDBklTWyGEEOION2/eVB1B/JdeeuklZs2aBUCvXr0UpxFCCCH0onpss2HDBsLCwgCYMmUK/fv3V5pHiLwWHBxMUlJStsdUn4gB20ny7t274+zszBNPPKE6jijgZCFG5HuZmZkMHz6c1q1bk5WVRdmyZVVHEkIIIbSiunyH+O+FhoYybtw4AEaOHMmiRYsUJxJCCCEEwODBg9m1axdJSUlYrVZOnDghCzEi35swYYLqCDkaP348V69exTAMihUrpjqOKOBkIUbke4GBgcycOZPnnnuOW7duERQUxMyZM1XHEkIIIbShunyH+O+5uLhQsmRJQF4/IYQQ4k4qN5kEBQVRpUoV6tSpg8ViwdPTU1kWIR6UwMBAGjRoQJUqVXB3dycpKYn169fzwgsv0LhxYyWZbj+lY7VatehbIwo2WYgR+Z6Tk5NZjszBwQFHR3nbCyGEELdTXb5D/He2bduGv78/bdq0wWq1UqVKFdWRhBBCCK2o3KRQqlQpkpOTmTBhAqmpqQDMnz9fWR4hHoRp06axdu1aZs+ezdWrVylbtizdu3fH29tbWSb7KZ1ff/0VAC8vL2VZhABZiBEFwPXr18nIyMDJyYmMjAyuXbumOpIQQgghxL+2dOlSZs2aRcuWLQHbDkQhhBBC/EX1JpO5c+fi5eVFcHCwlA8VBYKDgwP+/v74+/tnezw8PJyePXsqSgUjRowgNTWV9PR0ihQpYvZuEkIFWYgR+d7AgQPp2LEjjo6O3Lp1i5EjR6qOJIQQQmhFesQ8XJydnbP97uDgoCiJEEIIIXLi6enJzZs3sVgsXLhwQXUcIZSxn0ZRpUSJErz33nsADBs2TGkWIWQhRuR7lSpVIiYm5q7Ho6KiaNeunYJEQgghhDopKSkkJiZSvXp1zp07x5NPPknTpk1VxxL/pQ0bNuDn58f+/ftlIU0IIYS4g4uLi9K/37lzZ5ydnQkLC6NRo0ZKswhRkMXHx5OSkkJmZiaHDh1ixowZ9O3bV3UsUUBZVAcQQpUff/xRdQQhhBDigevfvz8LFiwA4KOPPgLghRdeUBlJ/Jc+/fRTTp48yahRozh58iSTJk1SHUkIIYRQ5osvvmDw4MEATJ8+HYAhQ4aojISDgwNxcXF4e3tz7NgxpVmEUMnT01Pp3x80aBC1a9emfv36BAcH4+PjozSPKNjkRIwosGT3qBBCiIKoWLFiuLu7A1CoUCG1YcS/4uTkJDv5hBBCiP9v9+7dlChRAoCkpCS1Yf6/oUOHMmTIEJycnFRHEeKBad++PfXr1ycgIIAiRYoA0KtXL2V51qxZg7+/Pzt27CAsLIw2bdrw5ptvKssjhJyIEQVW4cKFVUcQQgghHrjixYuza9cuBg0ahMUiQ0EhhBBCPNwcHW17jK9cuaK8H4VdjRo18PX1pVq1alSrVk11HCEeiC+//BIfHx+6dOnCgAEDOHPmjNI8GzduBGD+/PksX76c7du3K80jhJyIEQXWzZs3VUcQQgghHrjhw4fTunVrrFYr5cuXVx1HCCGEEOJ/0q1bNyZNmkTv3r0JDg5WHQeA5ORkunbtiouLC4ZhsHTpUtWRhMhz+/fvZ9myZZQuXZo33niD4OBgIiMjleVJTU3l+vXruLq64ujoqLx3lBCyECOEEEIIUYC8+uqrZGZmAuDq6kpAQACvvfaa2lBCCCGEEP+Sp6cnFSpUAMDLy0txGpsiRYqwYsUK1TGEeKA2b97Mxx9/jJubGwCjR49Wmqdx48Z0796dcePGAVCyZEmleYSQehSiwJIeMUIIIQqiGjVqsH79ejZs2EDlypXZtGmT6khCCCGEEP/amDFjePXVV3n55ZcZMGCA6jgA7Nmzxzyho8spHSHymtVqNRdhAOWn79u3b09UVBRlypQBMD+L4eHhKmOJAkxOxIgCS3rECCGEKIiOHTtGcnIyVquVY8eOUbZsWdWRhBBCCCH+NR8fHypXrgxgTriqtnDhQgzDAGQTqCg4YmNjOXnyJI888ggAEyZMUJwoZ7r0khIFjyzEiAJLesQIIYQoiEJCQpgyZQqGYRASEkKJEiVURxJCCCGE+NeioqKIi4sjIyODrKws2rVrR1RUlNJMhw4dIiIiAovFQseOHSlVqpTSPELkNavVyuTJkx+KewtZHBWqyEKMEEIIIUQB4u7uTvXq1UlLS2PPnj107dpVdSQhhBBCiH9tx44dqiNk8/PPP7NmzRpzMahPnz60atVKcSoh8pZhGGzevPmhKMX3xBNPqI4gCihZiBEFlouLi+oIQgghxAM3aNAgOnbsiIeHh+ooQgghhBD/s3nz5hEVFUVmZia3bt1iy5YtSvOEhYVx8+ZNTp8+DUBKSorSPEI8KLGxsWzatAk3NzcMw1B+Mi03UppMqCILMaJA2L9/P5s3b+bq1auULVuWli1bMmTIENWxhBBCiAeuevXqNG/eXHUMIYQQQoj7IiEhgVq1ajFmzBgtelIcOXKE9u3bU61aNcBWFlaIgmDbtm2cO3eOkiVLkpaWpjqOENqRhRiR7/Xs2ZNKlSrx4osv4uHhwcmTJxk1ahTNmzenSZMmquMJIYQQD9Ty5cvZuHEjRYoU0XqnmhBCCCHEP+Hu7k56ejpLlizhwIEDquPg4eFBxYoViYmJUR1FiAeqf//+pKSkMG/ePPr168fs2bNVR8qR9IgRqshCjMj3wsPDAcjMzMTR0ZEKFSrg7++vOJUQQgihxvbt21VHEEIIIYS4b9q1a0eZMmVYu3Yt48ePVx0Hb29v6tatqzqGEA+cg4MDpUqVAuCRRx5RnCZ30iNGqGJRHUCIB2HUqFF069YNgAEDBqgNI4QQQig0b948mjRpwssvv0z9+vVVxxFCCCGE+J+sW7eOQoUK0bp1a/7v//5PdRwmT56sOoIQSri4uJCYmMjnn3/OH3/8oTpOrqRHjFBFTsSIAuHatWuULVsWACcnJ8VphBBCCHV0q6MuhBBCCPG/WLx4MZs2bTJ34Ksuu1qoUCGlf18IVcaNG8fGjRuxWq307dtXdZxcSWkyoYqciBEFgmEYJCcnExcXJyvfQgghCjTd6qgLIYQQQvxbCxcu5Pvvv+eZZ57BarVSvXp11ZGEKLA2b97MqlWriIqKokePHqrj5MrLy0t1BFFAGVZZBhQFwNWrV1m6dClZWVm8+eabFCtWTHUkIYQQQokffvjBrKNetWpVLUp4CCGEEEL8G++++y6fffYZAwYMYPLkyeY/hRAPXocOHQgPD8fFxQXA/KdKsbGxLFmyBIvFQseOHWnVqpXqSKIAkxMxokBo06YNr7zyCn379mXJkiWq4wghhBDK6FZHXQghhBDi3zIMA4BJkyYBkJmZqTKOEAVWamoqZcuWJSUlhVu3bnHr1i3VkQCIi4sjKiqKZcuWsX79etVxRAEnPWJEgeDj48O4cePo1KkTycnJquMIIYQQyuhWR10IIYQQ4t8yDIMNGzbg5+fH3r17sVhkv7EQKvj4+PDiiy8yfPhw0tPT+fXXX9m0aZPqWNy4cYPTp08DkJKSojiNKOjkG0oUCK6ursybN48dO3awevVq1XGEEEIIJfbt20fp0qV57LHHSE9PZ9CgQaojCSGEEEL8axMnTuTkyZOMGjWKU6dOMXHiRNWRhCiQXnnlFb744gsWLFjAF198Qbly5VRHAmDMmDF89tlnfPbZZ4wePVp1HFHAyYkYUSAMGDAAgJCQEF5//XXFaYQQQgg1Zs6cyYoVK7BYLNy6dYt33nmHGjVqqI4lhBBCCPGvODk50bdvX9UxhCjw7uwH4+iox5Tzhg0bCAsLA2DKlCn0799fbSBRoOnxqRAiDwUHB3Pq1Cnzd8MwpAyLEEKIAumRRx4xS3Y4ODjg5uamOJEQQgghhBAiP7CXCdy/fz9Wq1V1HAYPHsyuXbtISkrCarVy4sQJWYgRShlWHT4ZQgghhBAiz/Xr14/mzZubN0hr1qzhs88+Ux1LCCGEEEII8RDLyMhgzpw5HDlyBF9fX3r06IGTk5PSTL/88gs7duygTp06WCwWPD09lWcSBZssxIgCYd68eURFRZGZmcmtW7fYsmWL6khCCCHEA5eRkcHcuXM5fPgwPj4+9OjRA2dnZ9WxhBBCCCGEEOK++/bbb1myZAmpqakAzJ8/X3EiUZBJaTJRICQkJFCrVi3GjBnDhAkTVMcRQgghlHBycqJPnz6qYwghhBBCCCFEnps7dy5eXl4EBwezaNEi1XFEAWdRHUCIB8Hd3Z20tDSWLFnCgQMHVMcRQgghhBBCCCGEEELkIU9PT27evInFYuHChQuq44gCTkqTiQLhxo0bGIbBunXrqFq1Kv/5z39URxJCCCGEEEIIIYQQQuSRo0eP4uzszGeffUaDBg147bXXVEcSBZiUJhMFwqpVq1i1ahVZWVlERkYSFRWlOpIQQgghhBBCCCGEECKPODg4EBcXh7e3N8eOHVMdRxRwshAjCoSNGzfy5Zdfqo4hhBBCCCGEEEIIIYR4AIYOHcqQIUNwcnJSHUUIWYgRBYOfnx9xcXG4ubkBULduXcWJhBBCCCGEEEIIIYQQeaVGjRr4+vri6uqqOooQshAjCoYtW7ZQu3ZtXFxcAFmIEUIIIYQQQgghhBAiP0tOTqZr1664uLhgGAZLly5VHUkUYLIQIwqE5557jn79+qmOIYQQQgghhBBCCCGEeACKFCnCihUrVMcQAgDDarVaVYcQIq/Vr1+fQoUKUaxYMQzDICoqSnUkIYQQQgghhBBCCCFEHmnQoAHlypUzWxVMmDBBcSJRkMlCjBBCCCGEEEIIIYQQQoh85ZdffsEwDACsViulSpVSnEgUZFKaTOR7gYGBNGjQgCpVquDu7k5SUhLr16/nhRdeoHHjxqrjCSGEEEIIIYQQQggh7rNDhw4RERGBxWKhY8eOshAjlJITMSLfu3XrFmvXrmXbtm1cvXqVsmXL0rFjR7y9vVVHE0IIIYQQQgghhBBC3Gc///wzH3/8MeHh4QD06dOHmTNnKk4lCjI5ESPyPQcHB/z9/fH398/2eHh4OD179lSUSgghhBBCCCGEEEIIkRfCwsK4efMmp0+fBiAlJUVxIlHQWVQHEEKVX3/9VXUEIYQQQgghhBBCCCHEfXbkyBFeeOEFqlWrRrVq1ahRo4bqSKKAkxMxQgghhBBCCCGEEEIIIfINDw8PKlasSExMjOooQgCyECMKME9PT9URhBBCCCGEEEIIIYQQ95m3tzd169ZVHUMIk2G1Wq2qQwiR1+Lj44mJiSEtLQ3DMJg/f77qSEIIIYQQQgghhBBCiDxw8+ZNChUqpDqGECY5ESMKhFWrVjFx4kScnJxURxFCCCGEEEIIIYQQQuQhWYQRupGFGFEgeHt7c+PGDSwWi+ooQgghhBBCCCGEEEIIIQoQKU0mCoS33nrL/FlKkwkhhBBCCCGEEEIIIYR4UOREjMj3rFYrVatWpV+/fqqjCCGEEEIIIYQQQgghhChgZCFG5HuGYbBv3z4iIyN55JFHAGjWrJniVEIIIYQQQgghhBBCCCEKAlmIEQVCo0aNyMjI4PLly6qjCCGEEEIIIYQQQgghhChApHO5KBBeeuklfvjhB3744QdefPFF1XGEEEIIIYQQQgghhBBCFBCG1Wq1qg4hRF7r2rUr48aNA2DkyJEsWrRIcSIhhBBCCCGEEEIIIYQQBYGUJhMFgouLCyVLlgSgcOHCitMIIYQQQgghhBBCCCGEKChkIUYUCP7+/rRp0wbDMOjSpYvqOEIIIYQQQgghhBBCCCEKCClNJvK9bdu28eKLL+Lo6EhGRgbffvstderUUR1LCCGEEEIIIYQQQgghRAFgUR1AiLy2dOlSHB1th7+cnJxYtmyZ4kRCCCGEEEIIIYQQQgghCgpZiBH5nrOzc7bfHRwcFCURQgghhBBCCCGEEEIIUdDIQowoEDZs2MDvv//O119/jVTjE0IIIYQQQgghhBBCCPGgSI8Yke9lZGQwZ84cjhw5gq+vLz169MDJyUl1LCGEEEIIIYQQQgghhBAFgCzECCGEEEIIIYQQQgghhBBC5BEpTSaEEEIIIYQQQgghhBBCCJFHZCFGCCGEEEIIIYQQQgghhBAij8hCjBBCCCGEEEIIIYQQQgghRB6RhRghhBBCSY54mQAACkVJREFUCCGEEEIIIYQQQog8IgsxQgghhBBCCGUWLlyIu7u76hj/k6SkJAzDICEhQXUUIYQQQgghhIZkIUYIIYQQQgiRp7p164ZhGBiGgbOzM6VLl+aDDz4gMzMzT/7e/7IwsmjRIl566SUA6tevb+Z2cXHhySefxN/fnxUrVmT7vylZsiTJycn4+vrej/hCCCGEEEKIfEYWYoQQQgghhBB5rmnTpiQnJ3P8+HHef/99xowZQ1hYmOpYd1m9ejUtW7Y0f3/nnXdITk7m5MmTLF++nAoVKtChQwd69uxp/jcODg54eXnh6OioIrIQQgghhBBCc7IQI4QQQgghhMhzLi4ueHl5UapUKfr06UOjRo2IjY296787efIkrVq1wtPTE1dXV/z8/IiPj8/23/znP//ho48+onv37hQrVoynn36a8PBw89//3//9HwBVq1bFMAzq168PwJYtW6hRowZFixbF3d2d2rVr88svv5j/dzdv3uTrr7/OthBTpEgRvLy8eOqpp6hZsyaffPIJs2fPZs6cOWauO0/g/PHHH3Tu3JnHH3+cwoULU6ZMGRYsWGD+b545c4Z27drh7u7Oo48+SqtWrUhKSjL//b59+2jcuDHFixfnkUceoV69ehw4cMD891arlTFjxvD000/j4uKCt7c3/fr1M/99WloagwYN4sknn6Ro0aK88MILbNmyxfz3v/zyC/7+/nh4eFC0aFF8fHxYu3bt372EQgghhBBCiH9JFmKEEEIIIYQQD1zhwoVJT0+/6/Hr16/TrFkzNm3axMGDB2natCn+/v6cPn0623/36aefUr16dQ4ePEjfvn3p06cPP/30EwB79+4FID4+nuTkZFasWEFmZiavvfYa9erV49ChQ+zevZuePXtiGIb5v7lp0yaefPJJnnvuuXtmDwgIwMPD464SZXajRo3i6NGjrFu3jsTERGbOnEnx4sUByMjIoEmTJhQrVozt27ezc+dOXF1dadq0qfl8XLt2jYCAAHbs2MG3335LmTJlaNasGdeuXQNg+fLlTJ48mdmzZ3P8+HFWrVpFxYoVzb8fFBTE7t27WbZsGYcOHaJt27Y0bdqU48ePAxAYGEhaWhrbtm3jhx9+4JNPPsHV1fWe/z8LIYQQQggh/j05Oy+EEEIIIYR4YKxWK5s2bWLDhg28++67d/37ypUrU7lyZfP3Dz/8kJUrVxIbG0tQUJD5eLNmzejbty8AQ4YMYfLkyWzevJly5crx+OOPA/DYY4/h5eUFwO+//86VK1do0aIFzz77LADly5fP9rfvLEuWG4vFQtmyZbOdYrnd6dOnqVq1KtWrVwdsJ3jsvvzyS7Kyspg7d665CLRgwQLc3d3ZsmULr7zyCg0bNsz2vxceHo67uztbt26lRYsWnD59Gi8vLxo1aoSTkxNPP/00NWrUMP/2ggULOH36NN7e3gAMGjSI9evXs2DBAj766CNOnz7NG2+8YS7ePPPMM3/7/7MQQgghhBDi35MTMUIIIYQQQog8FxcXh6urK4UKFeLVV1+lffv2jBkz5q7/7vr16wwaNIjy5cvj7u6Oq6sriYmJd52IqVSpkvmzYRh4eXlx8eLFXP/+o48+Srdu3WjSpAn+/v5MnTqV5ORk899brVbWrFnzjxZi7P/97adpbtenTx+WLVtGlSpVCA4OZteuXea/+/777zlx4gTFihXD1dUVV1dXHn30UW7evMnJkycBuHDhAu+88w5lypThkUcewc3NjevXr5vPQdu2bblx4/+1d38hTfVxHMc/YyWdGVGMBsk0qDwl0WBTqCYK0oWZLEvvEmfQP2sgRRrsogKJbirDgkGNKCmi3Tj6Q3RhRIUVRHBoUNkqkCKiokFEFm3ZxWBgZj5PPcPoeb/gXBz47Xt+v91++H5/w5o3b542bdqkeDyudDotSUokEspkMjJNM1d/+vTpun79eq5+e3u79u3bp8rKSu3du1f379//R2cGAAAA8GsIYgAAAADkXU1NjSzLUjKZ1PDwsHp7e1VYWDhmXUdHh+LxuPbv36+bN2/KsiwtWbJkzBizqVOnjnq32Wz6+vXrT/dw8uRJ3b59W36/X7FYTKZp6s6dO5Ky48zS6bT8fv+EZ8lkMkomk7m7aL5XV1enoaEh7dixQy9fvtSKFSvU0dEhKRs0lZeXy7KsUc/jx4+1bt06SdnRZ5ZlqaenR7du3ZJlWXI6nbn/oLi4WIODg4pEIjIMQ9u2bVN1dbW+fPmiDx8+yG636969e6PqP3z4UD09PZKkjRs36tmzZ2ppaVEikVBFRYWOHj064bkBAAAA/BpGkwEAAADIu8LCQi1YsGDCdQMDA1q/fr3Wrl0rKRtcjDcCbDwFBQWSsoHJ97xer7xer8LhsJYvX66zZ89q2bJlOn/+vOrr62W32yes39vbq1QqpaampnHXzJ49W62trWptbVVVVZU6Ozt18OBB+Xw+xWIxuVwuzZgx44e/HRgYUCQS0apVqyRJz58/19u3b0etMQxDgUBAgUBAoVBIixYtUiKRkNfrVSaT0evXr1VVVTXu/oqLi9XW1qa2tjaFw2FFo9EfjooDAAAA8PsIYgAAAAD8MUpLS9XX16dAICCbzabdu3dP2OnyPZfLJcMwdOXKFbndbk2bNk3v3r3T8ePHtXr1ahUVFWlwcFDJZFLBYFCSdOHCBXV1dY2p9fHjR7169UrpdFovXrxQPB7X4cOHtXXrVtXU1Pzw+3v27FF5ebkWL16sz58/69KlS7n7aJqbm3XgwAE1NDSoq6tLbrdbQ0ND6uvr065du+R2u1VaWqrTp0+roqJC79+/V2dnpwzDyNU/deqUMpmMli5dKofDoTNnzsgwDM2dO1dOp1PNzc0KBoM6dOiQvF6v3rx5o6tXr8rj8ai+vl7bt29XXV2dTNNUKpXStWvXxtyXAwAAAOC/w2gyAAAAAH+M7u5uzZo1S36/X4FAQLW1tfL5fP+qxpQpU3TkyBEdO3ZMRUVFamhokMPh0KNHj9TU1CTTNLV582aFQiFt2bJFT58+1ZMnT1RbWzumVjQa1Zw5czR//nw1NjbqwYMHisViikQi436/oKBA4XBYHo9H1dXVstvtOnfunCTJ4XDoxo0bKikpUWNjo8rKyrRhwwZ9+vQp1yFz4sQJpVIp+Xw+tbS0qL29XS6XK1d/5syZikajqqyslMfjUX9/vy5evCin0ykpO4ItGAxq586dWrhwodasWaO7d++qpKREUrZTKBQKqaysTCtXrpRpmj89DwAAAIDfYxsZGRmZ7E0AAAAAwGTp7u5Wf3+/Ll++PNlbAQAAAPAXoiMGAAAAwP+a2+1WOBye7G0AAAAA+EvREQMAAAAAAAAAAJAndMQAAAAAAAAAAADkCUEMAAAAAAAAAABAnhDEAAAAAAAAAAAA5AlBDAAAAAAAAAAAQJ4QxAAAAAAAAAAAAOQJQQwAAAAAAAAAAECeEMQAAAAAAAAAAADkCUEMAAAAAAAAAABAnhDEAAAAAAAAAAAA5Mk3PaSqWFnOdi0AAAAASUVORK5CYII=\n"},"metadata":{}}]},{"cell_type":"code","source":["n_train = 0\n","for value in nums.values():\n"," n_train += value\n","print(f\"There are {n_train} images for training\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"hFvXfHhbMnA0","executionInfo":{"status":"ok","timestamp":1684247855023,"user_tz":-330,"elapsed":6,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"691a5e0b-c975-4fbe-e26e-06374d97c0b9"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["There are 70295 images for training\n"]}]},{"cell_type":"code","source":["# datasets for validation and training\n","train = ImageFolder(train_dir, transform=transforms.ToTensor())\n","valid = ImageFolder(valid_dir, transform=transforms.ToTensor()) "],"metadata":{"id":"iwhaSyjRMpue"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["img, label = train[0]\n","print(img.shape, label)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"_TbS43mLMsCJ","executionInfo":{"status":"ok","timestamp":1684247858295,"user_tz":-330,"elapsed":6,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"053923f3-21ed-45d6-b00d-8e50586e6b5c"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["torch.Size([3, 256, 256]) 0\n"]}]},{"cell_type":"code","source":["# total number of classes in train set\n","len(train.classes)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"YO9hWxvHMujN","executionInfo":{"status":"ok","timestamp":1684247860359,"user_tz":-330,"elapsed":4,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"ec906625-7e59-4bf9-fa5c-b9dccd53422d"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["38"]},"metadata":{},"execution_count":19}]},{"cell_type":"code","source":["# for checking some images from training dataset\n","def show_image(image, label):\n"," print(\"Label :\" + train.classes[label] + \"(\" + str(label) + \")\")\n"," plt.imshow(image.permute(1, 2, 0))"],"metadata":{"id":"d38meGKsMwxO"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["show_image(*train[0])"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":453},"id":"pAg740BmMy6c","executionInfo":{"status":"ok","timestamp":1684247870643,"user_tz":-330,"elapsed":8,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"f2a6dece-a55d-43c4-fa6f-aa05a261f36a"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Label :Apple___Apple_scab(0)\n"]},{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["show_image(*train[700])"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":453},"id":"XrvHMIw7M01U","executionInfo":{"status":"ok","timestamp":1684247867982,"user_tz":-330,"elapsed":1698,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"04970929-607b-45c8-c249-4337fdb18a41"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Label :Apple___Apple_scab(0)\n"]},{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["show_image(*train[30000])\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":453},"id":"a6xdroirM24c","executionInfo":{"status":"ok","timestamp":1684247876516,"user_tz":-330,"elapsed":1674,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"b62acdff-d804-4015-9033-5716f03fce60"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Label :Peach___Bacterial_spot(16)\n"]},{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["# Setting the seed value\n","random_seed = 7\n","torch.manual_seed(random_seed)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ZktU2EyeM5z6","executionInfo":{"status":"ok","timestamp":1684247877227,"user_tz":-330,"elapsed":3,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"8cce42fd-c8a3-4d60-c1df-25765c9ad9e1"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":[""]},"metadata":{},"execution_count":24}]},{"cell_type":"code","source":["# setting the batch size\n","batch_size = 32"],"metadata":{"id":"0aU28yDQM8Ob"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# DataLoaders for training and validation\n","train_dl = DataLoader(train, batch_size, shuffle=True, num_workers=2, pin_memory=True)\n","valid_dl = DataLoader(valid, batch_size, num_workers=2, pin_memory=True)"],"metadata":{"id":"p00NACrZM-wn"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# helper function to show a batch of training instances\n","def show_batch(data):\n"," for images, labels in data:\n"," fig, ax = plt.subplots(figsize=(30, 30))\n"," ax.set_xticks([]); ax.set_yticks([])\n"," ax.imshow(make_grid(images, nrow=8).permute(1, 2, 0))\n"," break"],"metadata":{"id":"1YEus7sGNA6z"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Images for first batch of training\n","show_batch(train_dl) "],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":528,"output_embedded_package_id":"1PxE5rr0pqHniqSB4EcwDl713-XtJqhl3"},"id":"DW96nn-UNDGp","executionInfo":{"status":"ok","timestamp":1684247896815,"user_tz":-330,"elapsed":12485,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"5e219fd8-425a-4a26-8348-23f8682bad10"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":"Output hidden; open in https://colab.research.google.com to view."},"metadata":{}}]},{"cell_type":"code","source":["# for moving data into GPU (if available)\n","def get_default_device():\n"," \"\"\"Pick GPU if available, else CPU\"\"\"\n"," if torch.cuda.is_available:\n"," return torch.device(\"cuda\")\n"," else:\n"," return torch.device(\"cpu\")\n","\n","# for moving data to device (CPU or GPU)\n","def to_device(data, device):\n"," \"\"\"Move tensor(s) to chosen device\"\"\"\n"," if isinstance(data, (list,tuple)):\n"," return [to_device(x, device) for x in data]\n"," return data.to(device, non_blocking=True)\n","\n","# for loading in the device (GPU if available else CPU)\n","class DeviceDataLoader():\n"," \"\"\"Wrap a dataloader to move data to a device\"\"\"\n"," def __init__(self, dl, device):\n"," self.dl = dl\n"," self.device = device\n"," \n"," def __iter__(self):\n"," \"\"\"Yield a batch of data after moving it to device\"\"\"\n"," for b in self.dl:\n"," yield to_device(b, self.device)\n"," \n"," def __len__(self):\n"," \"\"\"Number of batches\"\"\"\n"," return len(self.dl)"],"metadata":{"id":"YC2csEmzNFVU"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["device = get_default_device()\n","device"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"oq-QDxcyNO3h","executionInfo":{"status":"ok","timestamp":1684247896817,"user_tz":-330,"elapsed":12,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"85908d93-4bc2-4b12-c77c-6e923b306618"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["device(type='cuda')"]},"metadata":{},"execution_count":30}]},{"cell_type":"code","source":["# Moving data into GPU\n","train_dl = DeviceDataLoader(train_dl, device)\n","valid_dl = DeviceDataLoader(valid_dl, device)"],"metadata":{"id":"mvEXFSkqNReg"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["class SimpleResidualBlock(nn.Module):\n"," def __init__(self):\n"," super().__init__()\n"," self.conv1 = nn.Conv2d(in_channels=3, out_channels=3, kernel_size=3, stride=1, padding=1)\n"," self.relu1 = nn.ReLU()\n"," self.conv2 = nn.Conv2d(in_channels=3, out_channels=3, kernel_size=3, stride=1, padding=1)\n"," self.relu2 = nn.ReLU()\n"," \n"," def forward(self, x):\n"," out = self.conv1(x)\n"," out = self.relu1(out)\n"," out = self.conv2(out)\n"," return self.relu2(out) + x # ReLU can be applied before or after adding the input"],"metadata":{"id":"wgdNx1keNTyb"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# for calculating the accuracy\n","def accuracy(outputs, labels):\n"," _, preds = torch.max(outputs, dim=1)\n"," return torch.tensor(torch.sum(preds == labels).item() / len(preds))\n","\n","\n","# base class for the model\n","class ImageClassificationBase(nn.Module):\n"," \n"," def training_step(self, batch):\n"," images, labels = batch\n"," out = self(images) # Generate predictions\n"," loss = F.cross_entropy(out, labels) # Calculate loss\n"," return loss\n"," def validation_step(self, batch):\n"," images, labels = batch\n"," out = self(images) # Generate prediction\n"," loss = F.cross_entropy(out, labels) # Calculate loss\n"," acc = accuracy(out, labels) # Calculate accuracy\n"," return {\"val_loss\": loss.detach(), \"val_accuracy\": acc}\n"," \n"," def validation_epoch_end(self, outputs):\n"," batch_losses = [x[\"val_loss\"] for x in outputs]\n"," batch_accuracy = [x[\"val_accuracy\"] for x in outputs]\n"," epoch_loss = torch.stack(batch_losses).mean() # Combine loss \n"," epoch_accuracy = torch.stack(batch_accuracy).mean()\n"," return {\"val_loss\": epoch_loss, \"val_accuracy\": epoch_accuracy} # Combine accuracies\n"," \n"," def epoch_end(self, epoch, result):\n"," print(\"Epoch [{}], last_lr: {:.5f}, train_loss: {:.4f}, val_loss: {:.4f}, val_acc: {:.4f}\".format(\n"," epoch, result['lrs'][-1], result['train_loss'], result['val_loss'], result['val_accuracy']))\n"," "],"metadata":{"id":"PaaeVwKJNWfk"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Architecture for training\n","\n","# convolution block with BatchNormalization\n","def ConvBlock(in_channels, out_channels, pool=False):\n"," layers = [nn.Conv2d(in_channels, out_channels, kernel_size=3, padding=1),\n"," nn.BatchNorm2d(out_channels),\n"," nn.ReLU(inplace=True)]\n"," if pool:\n"," layers.append(nn.MaxPool2d(4))\n"," return nn.Sequential(*layers)\n","\n","\n","# resnet architecture \n","class ResNet9(ImageClassificationBase):\n"," def __init__(self, in_channels, num_diseases):\n"," super().__init__()\n"," \n"," self.conv1 = ConvBlock(in_channels, 64)\n"," self.conv2 = ConvBlock(64, 128, pool=True) # out_dim : 128 x 64 x 64 \n"," self.res1 = nn.Sequential(ConvBlock(128, 128), ConvBlock(128, 128))\n"," \n"," self.conv3 = ConvBlock(128, 256, pool=True) # out_dim : 256 x 16 x 16\n"," self.conv4 = ConvBlock(256, 512, pool=True) # out_dim : 512 x 4 x 44\n"," self.res2 = nn.Sequential(ConvBlock(512, 512), ConvBlock(512, 512))\n"," \n"," self.classifier = nn.Sequential(nn.MaxPool2d(4),\n"," nn.Flatten(),\n"," nn.Linear(512, num_diseases))\n"," \n"," def forward(self, xb): # xb is the loaded batch\n"," out = self.conv1(xb)\n"," out = self.conv2(out)\n"," out = self.res1(out) + out\n"," out = self.conv3(out)\n"," out = self.conv4(out)\n"," out = self.res2(out) + out\n"," out = self.classifier(out)\n"," return out "],"metadata":{"id":"CDjhG-8jNjMz"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# defining the model and moving it to the GPU\n","model = to_device(ResNet9(3, len(train.classes)), device) \n","model"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"OBKU_rilNo_i","executionInfo":{"status":"ok","timestamp":1684247899905,"user_tz":-330,"elapsed":669,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"c968098b-3c7d-4a96-a06d-bb66bd55faad"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["ResNet9(\n"," (conv1): Sequential(\n"," (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," )\n"," (conv2): Sequential(\n"," (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," (3): MaxPool2d(kernel_size=4, stride=4, padding=0, dilation=1, ceil_mode=False)\n"," )\n"," (res1): Sequential(\n"," (0): Sequential(\n"," (0): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," )\n"," (1): Sequential(\n"," (0): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," )\n"," )\n"," (conv3): Sequential(\n"," (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," (3): MaxPool2d(kernel_size=4, stride=4, padding=0, dilation=1, ceil_mode=False)\n"," )\n"," (conv4): Sequential(\n"," (0): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," (3): MaxPool2d(kernel_size=4, stride=4, padding=0, dilation=1, ceil_mode=False)\n"," )\n"," (res2): Sequential(\n"," (0): Sequential(\n"," (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," )\n"," (1): Sequential(\n"," (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n"," (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n"," (2): ReLU(inplace=True)\n"," )\n"," )\n"," (classifier): Sequential(\n"," (0): MaxPool2d(kernel_size=4, stride=4, padding=0, dilation=1, ceil_mode=False)\n"," (1): Flatten(start_dim=1, end_dim=-1)\n"," (2): Linear(in_features=512, out_features=38, bias=True)\n"," )\n",")"]},"metadata":{},"execution_count":35}]},{"cell_type":"code","source":["# getting summary of the model\n","INPUT_SHAPE = (3, 256, 256)\n","print(summary(model.cuda(), (INPUT_SHAPE)))"],"metadata":{"id":"dLGAgyRlObbm","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1684247909083,"user_tz":-330,"elapsed":7299,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"dc9d676b-cb3c-4a75-e854-712a7c021779"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["----------------------------------------------------------------\n"," Layer (type) Output Shape Param #\n","================================================================\n"," Conv2d-1 [-1, 64, 256, 256] 1,792\n"," BatchNorm2d-2 [-1, 64, 256, 256] 128\n"," ReLU-3 [-1, 64, 256, 256] 0\n"," Conv2d-4 [-1, 128, 256, 256] 73,856\n"," BatchNorm2d-5 [-1, 128, 256, 256] 256\n"," ReLU-6 [-1, 128, 256, 256] 0\n"," MaxPool2d-7 [-1, 128, 64, 64] 0\n"," Conv2d-8 [-1, 128, 64, 64] 147,584\n"," BatchNorm2d-9 [-1, 128, 64, 64] 256\n"," ReLU-10 [-1, 128, 64, 64] 0\n"," Conv2d-11 [-1, 128, 64, 64] 147,584\n"," BatchNorm2d-12 [-1, 128, 64, 64] 256\n"," ReLU-13 [-1, 128, 64, 64] 0\n"," Conv2d-14 [-1, 256, 64, 64] 295,168\n"," BatchNorm2d-15 [-1, 256, 64, 64] 512\n"," ReLU-16 [-1, 256, 64, 64] 0\n"," MaxPool2d-17 [-1, 256, 16, 16] 0\n"," Conv2d-18 [-1, 512, 16, 16] 1,180,160\n"," BatchNorm2d-19 [-1, 512, 16, 16] 1,024\n"," ReLU-20 [-1, 512, 16, 16] 0\n"," MaxPool2d-21 [-1, 512, 4, 4] 0\n"," Conv2d-22 [-1, 512, 4, 4] 2,359,808\n"," BatchNorm2d-23 [-1, 512, 4, 4] 1,024\n"," ReLU-24 [-1, 512, 4, 4] 0\n"," Conv2d-25 [-1, 512, 4, 4] 2,359,808\n"," BatchNorm2d-26 [-1, 512, 4, 4] 1,024\n"," ReLU-27 [-1, 512, 4, 4] 0\n"," MaxPool2d-28 [-1, 512, 1, 1] 0\n"," Flatten-29 [-1, 512] 0\n"," Linear-30 [-1, 38] 19,494\n","================================================================\n","Total params: 6,589,734\n","Trainable params: 6,589,734\n","Non-trainable params: 0\n","----------------------------------------------------------------\n","Input size (MB): 0.75\n","Forward/backward pass size (MB): 343.95\n","Params size (MB): 25.14\n","Estimated Total Size (MB): 369.83\n","----------------------------------------------------------------\n","None\n"]}]},{"cell_type":"code","source":["# for training\n","@torch.no_grad()\n","def evaluate(model, val_loader):\n"," model.eval()\n"," outputs = [model.validation_step(batch) for batch in val_loader]\n"," return model.validation_epoch_end(outputs)\n","\n","\n","def get_lr(optimizer):\n"," for param_group in optimizer.param_groups:\n"," return param_group['lr']\n"," \n","\n","def fit_OneCycle(epochs, max_lr, model, train_loader, val_loader, weight_decay=0,\n"," grad_clip=None, opt_func=torch.optim.SGD):\n"," torch.cuda.empty_cache()\n"," history = []\n"," \n"," optimizer = opt_func(model.parameters(), max_lr, weight_decay=weight_decay)\n"," # scheduler for one cycle learniing rate\n"," sched = torch.optim.lr_scheduler.OneCycleLR(optimizer, max_lr, epochs=epochs, steps_per_epoch=len(train_loader))\n"," \n"," \n"," for epoch in range(epochs):\n"," # Training\n"," model.train()\n"," train_losses = []\n"," lrs = []\n"," for batch in train_loader:\n"," loss = model.training_step(batch)\n"," train_losses.append(loss)\n"," loss.backward()\n"," \n"," # gradient clipping\n"," if grad_clip: \n"," nn.utils.clip_grad_value_(model.parameters(), grad_clip)\n"," \n"," optimizer.step()\n"," optimizer.zero_grad()\n"," \n"," # recording and updating learning rates\n"," lrs.append(get_lr(optimizer))\n"," sched.step()\n"," \n"," \n"," # validation\n"," result = evaluate(model, val_loader)\n"," result['train_loss'] = torch.stack(train_losses).mean().item()\n"," result['lrs'] = lrs\n"," model.epoch_end(epoch, result)\n"," history.append(result)\n"," \n"," return history"],"metadata":{"id":"k1GbSGJxNrWw"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["%%time\n","history = [evaluate(model, valid_dl)]\n","history"],"metadata":{"id":"1Y8lmPXIOgT0","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1684247986190,"user_tz":-330,"elapsed":77113,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"58d00997-77ec-4c68-cf11-aa5d4df29e45"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["CPU times: user 57.5 s, sys: 3.89 s, total: 1min 1s\n","Wall time: 1min 17s\n"]},{"output_type":"execute_result","data":{"text/plain":["[{'val_loss': tensor(3.6378, device='cuda:0'), 'val_accuracy': tensor(0.0282)}]"]},"metadata":{},"execution_count":38}]},{"cell_type":"code","source":["epochs = 2\n","max_lr = 0.01\n","grad_clip = 0.1\n","weight_decay = 1e-4\n","opt_func = torch.optim.Adam"],"metadata":{"id":"lKGnJGOYOnCm"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["%%time\n","history += fit_OneCycle(epochs, max_lr, model, train_dl, valid_dl, \n"," grad_clip=grad_clip, \n"," weight_decay=1e-4, \n"," opt_func=opt_func)"],"metadata":{"id":"zXHb5v5oOpth","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1684251916221,"user_tz":-330,"elapsed":280263,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"1a1b45ec-898b-4227-a606-137fdac585dd"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Epoch [0], last_lr: 0.00812, train_loss: 0.2513, val_loss: 0.3278, val_acc: 0.8923\n","Epoch [1], last_lr: 0.00000, train_loss: 0.0914, val_loss: 0.0299, val_acc: 0.9908\n","CPU times: user 16min 40s, sys: 14min 14s, total: 30min 55s\n","Wall time: 32min 21s\n"]}]},{"cell_type":"code","source":["def plot_accuracies(history):\n"," accuracies = [x['val_accuracy'] for x in history]\n"," plt.plot(accuracies, '-x')\n"," plt.xlabel('epoch')\n"," plt.ylabel('accuracy')\n"," plt.title('Accuracy vs. No. of epochs');\n","\n","def plot_losses(history):\n"," train_losses = [x.get('train_loss') for x in history]\n"," val_losses = [x['val_loss'] for x in history]\n"," plt.plot(train_losses, '-bx')\n"," plt.plot(val_losses, '-rx')\n"," plt.xlabel('epoch')\n"," plt.ylabel('loss')\n"," plt.legend(['Training', 'Validation'])\n"," plt.title('Loss vs. No. of epochs');\n"," \n","def plot_lrs(history):\n"," lrs = np.concatenate([x.get('lrs', []) for x in history])\n"," plt.plot(lrs)\n"," plt.xlabel('Batch no.')\n"," plt.ylabel('Learning rate')\n"," plt.title('Learning Rate vs. Batch no.');"],"metadata":{"id":"xAoG90XcOqdX"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["plot_accuracies(history)"],"metadata":{"id":"-1dCBfS-Otly","colab":{"base_uri":"https://localhost:8080/","height":472},"executionInfo":{"status":"ok","timestamp":1684249956769,"user_tz":-330,"elapsed":859,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"ee2be9bb-e947-4137-9d56-669e329628d7"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["plot_losses(history)"],"metadata":{"id":"C6odxkRfOxUU","colab":{"base_uri":"https://localhost:8080/","height":733},"executionInfo":{"status":"error","timestamp":1684238687624,"user_tz":-330,"elapsed":665,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"dda2e119-3e1c-4393-c6a9-6b29d5033364"},"execution_count":null,"outputs":[{"output_type":"error","ename":"TypeError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplot_losses\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhistory\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;32m\u001b[0m in \u001b[0;36mplot_losses\u001b[0;34m(history)\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mval_losses\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'val_loss'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m 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Use Tensor.cpu() to copy the tensor to host memory first."]},{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["plot_lrs(history)"],"metadata":{"id":"LjkxRV-SOzn-","colab":{"base_uri":"https://localhost:8080/","height":472},"executionInfo":{"status":"ok","timestamp":1684238694809,"user_tz":-330,"elapsed":11,"user":{"displayName":"Vishal 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\n"},"metadata":{}}]},{"cell_type":"code","source":["test_dir = \"test\"\n","test = ImageFolder(test_dir, transform=transforms.ToTensor())"],"metadata":{"id":"YTI8Yu_TO3YB"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["test_images = sorted(os.listdir(test_dir + '/test')) # since images in test folder are in alphabetical order\n","test_images"],"metadata":{"id":"ywo-snMsO4b1"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def predict_image(img, model):\n"," \"\"\"Converts image to array and return the predicted class\n"," with highest probability\"\"\"\n"," # Convert to a batch of 1\n"," xb = to_device(img.unsqueeze(0), device)\n"," # Get predictions from model\n"," yb = model(xb)\n"," # Pick index with highest probability\n"," _, preds = torch.max(yb, dim=1)\n"," # Retrieve the class label\n","\n"," return train.classes[preds[0].item()]"],"metadata":{"id":"pvRfaQaJO-EQ"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# predicting first image\n","img, label = test[0]\n","plt.imshow(img.permute(1, 2, 0))\n","print('Label:', test_images[0], ', Predicted:', predict_image(img, model))"],"metadata":{"id":"c_oeWoRfPPEd","colab":{"base_uri":"https://localhost:8080/","height":624},"executionInfo":{"status":"error","timestamp":1684238765176,"user_tz":-330,"elapsed":17,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"52969f1d-691b-4833-b7ca-3d456be7d37a"},"execution_count":null,"outputs":[{"output_type":"error","ename":"NameError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtest\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpermute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Label:'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtest_images\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m', Predicted:'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpredict_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mNameError\u001b[0m: name 'test_images' is not defined"]},{"output_type":"display_data","data":{"text/plain":[""],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":["# getting all predictions (actual label vs predicted)\n","for i, (img, label) in enumerate(test):\n"," print('Label:', test_images[i], ', Predicted:', predict_image(img, model))"],"metadata":{"id":"uGrB-RjxPSK1","colab":{"base_uri":"https://localhost:8080/","height":206},"executionInfo":{"status":"error","timestamp":1684238779694,"user_tz":-330,"elapsed":440,"user":{"displayName":"Vishal Singh","userId":"13514855342177445895"}},"outputId":"3533af46-47f5-472c-90e3-34c6ce45adf7"},"execution_count":null,"outputs":[{"output_type":"error","ename":"NameError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# getting all predictions (actual label vs predicted)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Label:'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtest_images\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m', Predicted:'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpredict_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mNameError\u001b[0m: name 'test_images' is not defined"]}]}]}
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