tkpham3105 / anylabeling

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

🌟 AnyLabeling 🌟

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

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

Youtube Demo: https://www.youtube.com/watch?v=5iQSGL7ebXE

I. Install and run

• Requirements: Python >= 3.8

• Recommended: Miniconda/Anaconda https://docs.conda.io/en/latest/miniconda.html

• Create environment:

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