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Effortless AI-assisted data labeling with AI support from Segment Anything and YOLO!

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AnyLabeling

🌟 AnyLabeling 🌟

Effortless data labeling with AI support from YOLO and Segment Anything!

AnyLabeling = LabelImg + Labelme + Improved UI + Auto-labeling

PyPI license open issues Pypi Downloads

AnyLabeling

I. Install and run

conda create -n anylabeling python=3.8
conda activate anylabeling
  • (For macOS only) Install PyQt5 using Conda:
conda install -c conda-forge pyqt==5.15.7
  • Install anylabeling:
pip install anylabeling
  • Run app:
anylabeling

Or

python -m anylabeling.app

II. Development

  • Generate resources:
pyrcc5 -o anylabeling/resources/resources.py anylabeling/resources/resources.qrc
  • Run app:
python anylabeling/app.py

III. Build executable

  • Install PyInstaller:
pip install -r requirements-dev.txt
  • Build:
bash build_executable.sh
  • Check the outputs in: dist/.

IV. References

  • Labeling UI built with ideas and components from LabelImg, labelme.
  • Icons: Flat Icons

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