[GitHub Trending] roboflow/supervision
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Computer vision tools repo is well-established with strong community but less relevant to the reader's focus.
Summary
Roboflow's Supervision library provides a model-agnostic toolkit for computer vision, supporting classification, detection, and segmentation models from Ultralytics, Transformers, MMDetection, and others. It offers customizable annotators, dataset utilities (load, split, merge, save in COCO, YOLO, Pascal VOC formats), and real-time zone counting, all installable via pip on Python 3.9+. The library integrates with Roboflow's Inference API and RFDETR for direct detection outputs.
Author
roboflow