ayoolaolafenwa/PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Provides semantic and instance segmentation via PyTorch (using PointRend for refined mask boundaries) and TensorFlow backends, enabling precise object detection in images and videos with minimal code. Beyond segmentation, offers background manipulation capabilities—virtual backgrounds, color assignment, blur, and grayscale effects—all leveraging the same segmentation masks. Integrates with Detectron2's PointRend architecture (adapted for Windows/Linux compatibility) and supports custom model training on COCO-pretrained weights with Labelme annotation.
1,074 stars and 646 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
1,074
Forks
267
Language
Python
License
MIT
Category
Last pushed
Oct 06, 2023
Monthly downloads
646
Commits (30d)
0
Dependencies
22
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