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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Supervision vs Yolov5

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Supervision

We write your reusable computer vision tools. 💜

Best matched with other framework tools.

48.3K
Stars
+9.8K
Weekly
84/100
Health
Yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

Best matched with other framework tools.

57.7K
Stars
+354
Weekly
64/100
Health

Quick Take

Adoption

Yolov5 has the larger GitHub footprint with 57.7K stars.

Momentum

Supervision is currently growing faster at +9.8K stars this week.

Maintenance

Supervision has the stronger automated maintenance signal at 84/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalSupervisionYolov5
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars48.3K57.7K
Weekly growth+9.8K+354
Health scoreStrong84/100Healthy64/100
Contributors173348
Commits per week14.43.6
Open issues8030
LanguagePythonPython
LicenseMITAGPL-3.0
Last commit2026-07-22 08:27 UTC2026-07-21 10:14 UTC
Last release0.29.1v7.0

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