[Backend] Add YOLOv5、PPYOLOE and PP-Liteseg for RV1126

README_CN.md

@@ -3,7 +3,7 @@
 ![⚡️FastDeploy](https://user-images.githubusercontent.com/31974251/185771818-5d4423cd-c94c-4a49-9894-bc7a8d1c29d0.png)
 
 </p>
-             
+
 <p align="center">
     <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache%202-dfd.svg"></a>
     <a href="https://github.com/PaddlePaddle/FastDeploy/releases"><img src="https://img.shields.io/github/v/release/PaddlePaddle/FastDeploy?color=ffa"></a>
@@ -55,11 +55,11 @@
         -  [测试功能] 新增OpenVINO后端Device设置，支持集显/独立显卡的调用；
     -  **📲 移动端和端侧部署：支持更多模型**
         -  新增Android图像分类、目标检测、语义分割、OCR、人脸检测 APK工程及示例.
-       
+
         |<font size=3>图像分类</font>|<font size=3>目标检测</font>|<font size=3>语义分割</font>|<font size=3>文字识别</font>|<font size=3>人脸检测</font>|  
         |:---:|:---:|:---:|:---:|:---:|  
         |<font size=2>[工程代码](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/classification)</font>|<font size=2>[工程代码](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/detection)</font>|<font size=2>[工程代码](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/segmentation)|<font size=2>[工程代码](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/ocr)</font>|<font size=2>[工程代码](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/facedet)</font>|  
-        |<font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-MobileNetV1.apk)</font>|<font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PicoDet.apk)</font>| <font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-Portrait-HumanSegV2-Lite.apk)</font>| <font size=2> [扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PP-OCRv2.apk)</font>|<font size=2> [扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-SCRFD.apk)</font>|     
+        |<font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-MobileNetV1.apk)</font>|<font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PicoDet.apk)</font>| <font size=2>[扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-Portrait-HumanSegV2-Lite.apk)</font>| <font size=2> [扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PP-OCRv2.apk)</font>|<font size=2> [扫码或点击链接<br>安装试用](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-SCRFD.apk)</font>|  
         | <img src=https://user-images.githubusercontent.com/54695910/203604502-991972a8-5a9c-49cd-9e58-ed8e2a942b9b.png height="90" width="100"> |<img src=https://user-images.githubusercontent.com/54695910/203604475-724be708-27d6-4e56-9c2f-ae2eca24118c.png height="90" width="100">|<img src=https://user-images.githubusercontent.com/54695910/203604459-9a2915bc-91dc-460c-bff6-a0e2584d2eff.png height="90" width="100">|<img src=https://user-images.githubusercontent.com/54695910/203604453-6ce0118e-7b93-4044-8a92-56f2ab65c26a.png height="90" width="100">|<img src=https://user-images.githubusercontent.com/54695910/203604418-7c9703b5-1805-457e-966c-5a6625f212ff.png height="90" width="100">|
 
 - [**more releases information**](./releases)
@@ -302,7 +302,7 @@ int main(int argc, char* argv[]) {
 <div id="fastdeploy-edge-models"></div>
 
 ### 端侧模型支持列表
-  
+
 <details open><summary><b> 端侧模型支持列表（点击可收缩）</b></summary><div>
 
 <div align="center">
@@ -353,7 +353,7 @@ int main(int argc, char* argv[]) {
 ## 🌐 Web和小程序部署
 
 <div id="fastdeploy-web-models"></div>
- 
+
 <details open><summary><b> Web和小程序部署支持列表（点击可收缩）</b></summary><div>
 
 | 任务场景               | 模型                                                                                          | [web_demo](examples/application/js/web_demo) |
@@ -367,7 +367,7 @@ int main(int argc, char* argv[]) {
 | OCR                | [PaddleOCR/PP-OCRv3](./examples/application/js/web_demo/src/pages/cv/ocr)                   | ✅                                            |
 
 </div></details>
-  
+
 <div id="fastdeploy-community"></div>
 
 ## 社区交流

README_EN.md

@@ -39,13 +39,13 @@ Including image classification, object detection, image segmentation, face detec
 - **Community**
   - **Slack**：Join our [Slack community](https://join.slack.com/t/fastdeployworkspace/shared_invite/zt-1hhvpb279-iw2pNPwrDaMBQ5OQhO3Siw) and chat with other community members about ideas.
   - **WeChat**：Scan the QR code below using WeChat, follow the PaddlePaddle official account and fill out the questionnaire to join the WeChat group.
-    
+
     <div align="center">
     <img src="https://user-images.githubusercontent.com/54695910/200145290-d5565d18-6707-4a0b-a9af-85fd36d35d13.jpg" width = "100" height = "100" />
     </div>
 
 - 🔥 **2022.11.23：Release FastDeploy [release v0.8.0](https://github.com/PaddlePaddle/FastDeploy/tree/release/0.8.0)** <br>
-  
+
   - **🖥️ Server-side and Cloud Deployment: Support more CV models, improve deployment performance**
     - Support [PIPNet](./examples/vision/facealign/pipnet), [FaceLandmark1000](./examples/vision/facealign/face_landmark_1000) face alignment models deployment;
     - Support [Video Super-Resolution](./examples/vision/sr) series model PP-MSVSR、EDVR、BasicVSR;
@@ -54,72 +54,72 @@ Including image classification, object detection, image segmentation, face detec
     - Add Python API to_dlpack interface for FDTensor to support copyless transfer of FDTensor between frameworks.
   - **📱 Mobile and Edge Device Deployment: support more CV model**
     - Support Android image classification, target detection, semantic segmentation, OCR, face detection APK projects and examples.
-    
+
      |<font size=3>Image Classification</font>|<font size=3>Object Detection</font>|<font size=3>Semantic Segmentation</font>|<font size=3>OCR</font>|<font size=3>Face Detection</font>|  
     |:---:|:---:|:---:|:---:|:---:|  
     |<font size=2>[Project Code](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/classification)</font>|<font size=2>[Project Code](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/detection)</font>|<font size=2>[Project Code](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/segmentation)|<font size=2>[Project Code](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/ocr)</font>|<font size=2>[Project Code](https://github.com/PaddlePaddle/FastDeploy/tree/develop/java/android/app/src/main/java/com/baidu/paddle/fastdeploy/app/examples/facedet)</font>|  
-    |<font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-MobileNetV1.apk)</font>|<font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PicoDet.apk)</font>| <font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-Portrait-HumanSegV2-Lite.apk)</font>| <font size=2> [Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PP-OCRv2.apk)</font>|<font size=2> [Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-SCRFD.apk)</font>|     
+    |<font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-MobileNetV1.apk)</font>|<font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PicoDet.apk)</font>| <font size=2>[Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-Portrait-HumanSegV2-Lite.apk)</font>| <font size=2> [Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-PP-OCRv2.apk)</font>|<font size=2> [Scan&nbsp;the&nbsp;code<br>or&nbsp;click&nbsp;on&nbsp;the&nbsp;link<br>to&nbsp;install](https://bj.bcebos.com/fastdeploy/release/android/FastDeploy-SCRFD.apk)</font>|  
     | <img src=https://user-images.githubusercontent.com/54695910/203604502-991972a8-5a9c-49cd-9e58-ed8e2a942b9b.png height="100" width="110"> |<img src=https://user-images.githubusercontent.com/54695910/203604475-724be708-27d6-4e56-9c2f-ae2eca24118c.png height="100" width="110">|<img src=https://user-images.githubusercontent.com/54695910/203604459-9a2915bc-91dc-460c-bff6-a0e2584d2eff.png height="100" width="110">|<img src=https://user-images.githubusercontent.com/54695910/203604453-6ce0118e-7b93-4044-8a92-56f2ab65c26a.png height="100" width="110">|<img src=https://user-images.githubusercontent.com/54695910/203604418-7c9703b5-1805-457e-966c-5a6625f212ff.png height="100" width="110">|
 
 - [**more releases information**](./releases)
 
 ## Contents
 
 * <details open><summary><b>📖 Tutorials（click to fold）</b></summary><div>
-  
+
   - Install
-    
+
     - [How to Install FastDeploy Prebuilt Libraries](docs/en/build_and_install/download_prebuilt_libraries.md)
     - [How to Build and Install FastDeploy Library on GPU Platform](docs/en/build_and_install/gpu.md)
     - [How to Build and Install FastDeploy Library on CPU Platform](docs/en/build_and_install/cpu.md)
     - [How to Build and Install FastDeploy Library on IPU Platform](docs/en/build_and_install/ipu.md)
     - [How to Build and Install FastDeploy Library on  Nvidia Jetson Platform](docs/en/build_and_install/jetson.md)
     - [How to Build and Install FastDeploy Library on Android Platform](docs/en/build_and_install/android.md)
-  
+
   - A Quick Start - Demos
-    
+
     - [Python Deployment Demo](docs/en/quick_start/models/python.md)
     - [C++ Deployment Demo](docs/en/quick_start/models/cpp.md)
     - [A Quick Start on Runtime Python](docs/en/quick_start/runtime/python.md)
     - [A Quick Start on Runtime C++](docs/en/quick_start/runtime/cpp.md)
-  
+
   - API (To be continued)
-    
+
     - [Python API](https://baidu-paddle.github.io/fastdeploy-api/python/html/)
     - [C++ API](https://baidu-paddle.github.io/fastdeploy-api/cpp/html/)
-  
+
   - Performance Optimization
-    
+
     - [Quantization Acceleration](docs/en/quantize.md)
-  
+
   - Frequent Q&As
-    
+
     - [1. How to Change Inference Backends](docs/en/faq/how_to_change_backend.md)
     - [2. How to Use FastDeploy C++ SDK on Windows Platform](docs/en/faq/use_sdk_on_windows.md)
     - [3. How to Use FastDeploy C++ SDK on Android Platform](docs/en/faq/use_sdk_on_android.md)(To be Continued)
     - [4. Tricks of TensorRT](docs/en/faq/tensorrt_tricks.md)
     - [5. How to Develop a New Model](docs/en/faq/develop_a_new_model.md)(To be Continued)
-  
+
   - More FastDeploy Deployment Module
-    
+
     - [deployment AI Model as a Service](./serving)
-    
+
     - [Benchmark Testing](./benchmark)
-      
+
 </div></details>
 
 * **🖥️ Server-side and Cloud Deployment**
-  
+
   * [A Quick Start for Python SDK](#fastdeploy-quick-start-python)  
   * [A Quick Start for C++ SDK](#fastdeploy-quick-start-cpp)
   * [Supported Server-side and Cloud Model List](#fastdeploy-server-models)
 
 * **📱 Mobile and Edge Device Deployment**
-  
+
   * [Supported Mobile and Edge Model List](#fastdeploy-edge-models)
 
 * **🌐 Browser and Mini Program Deployment**
-  
+
   * [Supported Web and Mini Program Model List](#fastdeploy-web-models)
 
 * [**Community**](#fastdeploy-community)
@@ -320,15 +320,15 @@ Notes: ✅: already supported; ❔: to be supported in the future;  N/A: Not Ava
 | Speech                 | [PaddleSpeech/PP-TTS](./examples/text/uie)                                                   | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ❔                           | --                          | ✅       |
 
 </div></details>
-    
+
 <div id="fastdeploy-edge-doc"></div>
 
 ## 📱 Mobile and Edge Device Deployment
 
 <div id="fastdeploy-edge-models"></div>
 
 ### Mobile and Edge Model List 🔥🔥🔥🔥
-    
+
 <details open><summary><b> Mobile and Edge Model List（click to fold）</b></summary><div>
 
 <div align="center">
@@ -373,13 +373,13 @@ Notes: ✅: already supported; ❔: to be supported in the future;  N/A: Not Ava
 | OCR                | [PaddleOCR/PP-OCRv2](examples/vision/ocr/PP-OCRv2)                                        | 2.3+4.4   | ✅       | ❔       | ❔       | ❔                             | --                                   | --                                | --                                | --      |
 | OCR                | [PaddleOCR/PP-OCRv3](examples/vision/ocr/PP-OCRv3)                                        | 2.4+10.6  | ✅       | ❔       | ❔       | ❔                             | ❔                                    | ❔                                 | ❔                                 | --      |
 | OCR                | PaddleOCR/PP-OCRv3-tiny                                                                   | 2.4+10.7  | ❔       | ❔       | ❔       | ❔                             | --                                   | --                                | --                                | --      |
-    
+
 </div></details>
 
 ## 🌐 Browser-based Model List
 
 <div id="fastdeploy-web-models"></div>
-    
+
 <details open><summary><b> Browser-based Model List（click to fold）</b></summary><div>
 
 | Task               | Model                                                                                       | [web_demo](examples/application/js/web_demo) |
@@ -393,7 +393,7 @@ Notes: ✅: already supported; ❔: to be supported in the future;  N/A: Not Ava
 | OCR                | [PaddleOCR/PP-OCRv3](./examples/application/js/web_demo/src/pages/cv/ocr)                   | ✅                                            |
 
 </div></details>
-    
+
 ## Community
 
 <div id="fastdeploy-community"></div>

cmake/paddlelite.cmake

@@ -60,7 +60,7 @@ else() # Linux
   if(CMAKE_HOST_SYSTEM_PROCESSOR MATCHES "aarch64")
     set(PADDLELITE_URL "${PADDLELITE_URL_PREFIX}/lite-linux-arm64-20220920.tgz")
   elseif(TARGET_ABI MATCHES "armhf")
-    set(PADDLELITE_URL "https://bj.bcebos.com/fastdeploy/test/lite-linux_armhf_1101.tgz")
+    set(PADDLELITE_URL "https://bj.bcebos.com/fastdeploy/test/lite-linux_armhf_1130.tgz")
   else()
     message(FATAL_ERROR "Only support Linux aarch64 now, x64 is not supported with backend Paddle Lite.")
   endif()

docs/cn/build_and_install/README.md

@@ -5,7 +5,7 @@
 - [CPU部署环境编译安装](cpu.md)
 - [Jetson部署环境编译安装](jetson.md)
 - [Android平台部署环境编译安装](android.md)
-- [瑞芯微RK1126部署环境编译安装](rk1126.md)
+- [瑞芯微RV1126部署环境编译安装](rv1126.md)
 
 
 ## FastDeploy编译选项说明

docs/cn/build_and_install/rk1126.md → docs/cn/build_and_install/rv1126.md

@@ -1,4 +1,4 @@
-# 瑞芯微 RK1126 部署环境编译安装
+# 瑞芯微 RV1126 部署环境编译安装
 
 FastDeploy基于 Paddle-Lite 后端支持在瑞芯微（Rockchip）Soc 上进行部署推理。
 更多详细的信息请参考：[PaddleLite部署示例](https://paddle-lite.readthedocs.io/zh/develop/demo_guides/verisilicon_timvx.html)。
@@ -54,10 +54,10 @@ cmake -DCMAKE_TOOLCHAIN_FILE=./../cmake/timvx.cmake \
       -DENABLE_VISION=ON \ # 是否编译集成视觉模型的部署模块，可选择开启
       -Wno-dev ..
 
-# Build FastDeploy RK1126 C++ SDK
+# Build FastDeploy RV1126 C++ SDK
 make -j8
 make install
 ```  
 编译完成之后，会生成 fastdeploy-tmivx 目录，表示基于 PadddleLite TIM-VX 的 FastDeploy 库编译完成。
 
-RK1126 上部署 PaddleClas 分类模型请参考：[PaddleClas RK1126开发板 C++ 部署示例](../../../examples/vision/classification/paddleclas/rk1126/README.md)
+RV1126 上部署 PaddleClas 分类模型请参考：[PaddleClas RV1126开发板 C++ 部署示例](../../../examples/vision/classification/paddleclas/rv1126/README.md)

examples/vision/classification/paddleclas/rv1126/README.md

@@ -0,0 +1,11 @@
+# PaddleClas 量化模型在 RV1126 上的部署
+目前 FastDeploy 已经支持基于 PaddleLite 部署 PaddleClas 量化模型到 RV1126 上。
+
+模型的量化和量化模型的下载请参考：[模型量化](../quantize/README.md)
+
+
+## 详细部署文档
+
+在 RV/home/yeliang/develop/FastDeploy/examples/vision/classification/paddleclas/rv1126/README.md1126 上只支持 C++ 的部署。
+
+- [C++部署](cpp)