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roboflow/supervision

★ 51,252 stars

PythonMachine learning

Covered in week 2026-W28 · the 2026-07 report

We write your reusable computer vision tools. 💜

What supervision is

Pip install the supervision package in a Python>=3.10 environment.

From the repository README · read it on GitHub →

08 Jul 2026 · 0:32
This FREE Computer Vision Library Replaces Hundreds of Lines of Code 🤯 #Shorts
Watch on YouTube →

Transcript

Build your own computer vision pipeline with supervision — free and open source. Supervision turns raw YOLO and SAM models into production-ready detection, tracking, and zone counting in a few lines of Python. Over 26,000 stars on GitHub. Draw annotated boxes, count objects in regions, track across frames — no boilerplate. AWS Rekognition charges $1 per 1,000 images for similar labeling and detection. This handles it locally, on your hardware, at no per-call cost. Worth it, or overhyped? Tell me below.

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