anylabeling 0.4.10

Description:

anylabeling 0.4.10

🌟 AnyLabeling 🌟
Effortless data labeling with AI support from YOLO and Segment Anything!
AnyLabeling = LabelImg + Labelme + Improved UI + Auto-labeling









+⭐ Follow vietanhdev for project updates.




Auto Labeling with Segment Anything




Youtube Demo: https://www.youtube.com/watch?v=5qVJiYNX5Kk
Documentation: https://anylabeling.nrl.ai

Features:

Image annotation for polygon, rectangle, circle, line and point.
Auto-labeling YOLOv8, Segment Anything (SAM, SAM2).
Text detection, recognition and KIE (Key Information Extraction) labeling.
Multiple languages availables: English, Vietnamese, Chinese.

Install and Run
1. Download and run executable

Download and run newest version from Releases.
For MacOS:

After installing, go to Applications folder
Right click on the app and select Open
From the second time, you can open the app normally using Launchpad



Install from Pypi


Requirements: Python 3.10+. Recommended: Python 3.12.


Recommended: Miniconda/Anaconda.


Create environment:


conda create -n anylabeling python=3.12
conda activate anylabeling


(For macOS only) Install PyQt5 using Conda:

conda install -c conda-forge pyqt==5.15.9


Install anylabeling:

pip install anylabeling # or pip install anylabeling-gpu for GPU support


Start labeling:

anylabeling

Documentation
Website: https://anylabeling.nrl.ai/
Applications



Object Detection
Recognition
Facial Landmark Detection
2D Pose Estimation










2D Lane Detection
OCR
Medical Imaging
Instance Segmentation








Image Tagging
Rotation
And more!





Your applications here!




Development

Install packages:

pip install -r requirements-dev.txt
# or pip install -r requirements-macos-dev.txt for MacOS


Generate resources:

pyrcc5 -o anylabeling/resources/resources.py anylabeling/resources/resources.qrc


Run app:

python anylabeling/app.py

Build executable

Install PyInstaller:

pip install -r requirements-dev.txt


Build:

bash build_executable.sh


Check the outputs in: dist/.

Contribution
If you want to contribute to AnyLabeling, please read Contribution Guidelines.
Star history

References

Labeling UI built with ideas and components from LabelImg, LabelMe.
Auto-labeling with Segment Anything Models, MobileSAM.
Auto-labeling with YOLOv8.