roboflow/supervision

We write your reusable computer vision tools. 💜

Data & analyticsPython#computer-vision#image-processing#python#yolo#instance-segmentation

4.4 Breakout Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

About the project

Python library of reusable computer vision utilities: dataset loading and conversion, frame annotation, tracking and zone analysis on top of any detection or segmentation model.

Useful for

Draw boxes and masks on video frames with BoxAnnotator and other annotators
Convert a dataset from YOLO to COCO or Pascal VOC in one line
Count objects in a zone and measure dwell time from a video stream

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

51 stars so far today, about 79 expected by the end of the day. The usual pace is 20 per day, so that's 4× as much.
Over the last two days the pace is 3.6× that of the previous week and a half.
The spike has held for 2 days in a row — not a one-off blip.
GitHub Trending Python today: #12, +229 stars.
About 16 forks a day — people are taking the code.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 50,917
Stars in a day: 79
Forks: 4,837
Issues and pull requests: 2,315
Watchers: 314
Language: Python
License: MIT
Latest release: 0.30.4 · September 17, 2026
Created: November 28, 2022
Last push: September 18, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 18, 2026GitHub Trending today: #14, +329 stars; GitHub Trending Python today: #2, +229 stars
September 17, 2026GitHub Trending today: #12, +327 stars; GitHub Trending Python today: #2, +327 stars
September 16, 2026GitHub Trending today: #12, +292 stars; GitHub Trending Python today: #2, +292 stars
September 15, 2026GitHub Trending Python today: #13, +163 stars

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/roboflow/supervision.svg?lang=en)](https://gitnova.dev/en/r/roboflow/supervision)

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