0.2.1.dev0

What's Changed

• Refactor CI by @aniketmaurya in #142
• fix imgaug dependencies by @aniketmaurya in #143
• Update docs by @aniketmaurya in #144
• fix docs by @aniketmaurya in #145
• Format code with black by @deepsource-autofix in #146
• add batchify by @aniketmaurya in #147
• Pip compile docs/requirements.txt by @aniketmaurya in #149
• [Snyk] Security upgrade mistune from 0.8.4 to 2.0.1 by @aniketmaurya in #150
• add default extensions by @aniketmaurya in #153
• fixes by @aniketmaurya in #154
• revert fixes by @aniketmaurya in #155

New Contributors

• @deepsource-autofix made their first contribution in #146

Full Changelog: v0.2.0...0.2.1.dev0

v0.2.0

What's Changed

• Config file for pyup.io by @pyup-bot in #30
• [ImgBot] Optimize images by @imgbot in #28
• Create CODE_OF_CONDUCT.md by @aniketmaurya in #31
• update serving example by @aniketmaurya in #32
• docs: fix image url & python style by @aniketmaurya in #33
• Bugfix/datagenerator by @aniketmaurya in #44
• update sonar badges by @aniketmaurya in #45
• Update docs by @aniketmaurya in #47
• [ImgBot] Optimize images by @imgbot in #48
• Update docs by @aniketmaurya in #49
• [ImgBot] Optimize images by @imgbot in #50
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #51
• Update CONTRIBUTING.md by @aniketmaurya in #53
• update chitra description by @aniketmaurya in #56
• update docs with new Version 📖 by @aniketmaurya in #57
• Docs/style by @aniketmaurya in #59
• add model serving to documentation by @aniketmaurya in #60
• add cache image func by @aniketmaurya in #61
• setup testing CI by @aniketmaurya in #62
• Fix 'Duplicate Code' issue in chitra\dataloader.py by @aniketmaurya in #64
• Add pep8speaks by @aniketmaurya in #65
• remove codacy by @aniketmaurya in #66
• refactor code & test by @aniketmaurya in #67
• fix sonar coverage by @aniketmaurya in #68
• replace / with internal keyword by @aniketmaurya in #70
• quality/reduce code smell ✨ by @aniketmaurya in #73
• increase coverage 🚀 by @aniketmaurya in #74
• increase coverage 🚀 by @aniketmaurya in #75
• deepsource auto fixes 🤖 by @aniketmaurya in #79
• visualize confusion matrix by @aniketmaurya in #81
• [ImgBot] Optimize images by @imgbot in #82
• update docs by @aniketmaurya in #83
• fix hanging test by @aniketmaurya in #84
• Migrate to black by @aniketmaurya in #86
• resize bounding box with image.resize() by @aniketmaurya in #87
• 📝document image-bbox resize by @aniketmaurya in #88
• add dataprocess pipeline and class based model serving by @aniketmaurya in #89
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #90
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #91
• fix requirement install by @aniketmaurya in #92
• refactor API & Docs by @aniketmaurya in #93
• docs fixes by @aniketmaurya in #94
• Integrate Gradio by @aniketmaurya in #95
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #96
• refactor model server by @aniketmaurya in #97
• fixes 0.1.0rc0 by @aniketmaurya in #98
• fix doc inconsistency by @aniketmaurya in #100
• chitra new banner by @aniketmaurya in #102
• 🚀 increase coverage by @sukkritsharmaofficial in #101
• Release Prep by @aniketmaurya in #104
• remove heavy imports by @aniketmaurya in #110
• Add CLI support by @aniketmaurya in #111
• fix requirements.txt for mkdocs by @aniketmaurya in #112
• auto dockerization of chitra model server by @aniketmaurya in #114
• document auto docker builder by @aniketmaurya in #115
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #109
• Integrate AWS Chalice by @aniketmaurya in #116
• fix pytest fail by @aniketmaurya in #117
• remove converter module by @aniketmaurya in #120
• lightweight packaging and import by @aniketmaurya in #121
• update documentations by @aniketmaurya in #123
• 🎉 add arch diagram by @aniketmaurya in #127
• fix Unknown train step by @Adk2001tech in #133
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #138
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #139
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #141

New Contributors

• @pyup-bot made their first contribution in #30
• @pre-commit-ci made their first contribution in #51
• @sukkritsharmaofficial made their first contribution in #101
• @Adk2001tech made their first contribution in #133

Full Changelog: 0.0.22...v0.2.0

Auto Build Docker Image for Model Server

chitra CLI can build docker image for any kind of Machine Learning or Deep Learning Model.

chitra builder create [OPTIONS]

Options:
  --path TEXT  [default: ./]
  --port TEXT
  --tag TEXT
  --help       Show this message and exit.

Release 0.1.0

🎉 🎉 Chitra now supports Model Serving and Image Data Loading with Bounding Boxes.
You can easily create UI app or Rest API for Any Machine Learning or Deep Learning Model (Framework Agnostic).

Auto Dockerization and Serverless deployment is in roadmap 🚘.

📚 Get started with the Documentation https://chitra.readthedocs.io/en/latest/

Model Server

🎉 GradioApp integration
🚀 Increase Code Coverage
✨ Data Processing refactor

bounding box resize & confusion matrix visualization

• resize bounding box with image. resize_image_with_bbox() #87
• Migrate to black #86
• visualize confusion matrix #81

0.1.0b1

• cache images to HOME dir (#70)
• fix sonar coverage #68
• refactor code & test #67
• increased test coverage #67
• Fix 'Duplicate Code' issue in chitra\dataloader.py #64

pip install chitra==0.1.0b1

0.1.0a1

What is New?

• Chitra image loading from URL can be cached.
• Fixed duplicate codes
• Updated docs

pip install chitra==0.1.0a1

0.1.0a0

What is New?

1. Chitra class : ultimate toolbox for image utility functions
2. Model Serving
3. Model Conversion (tf to torch and vice versa)