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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 Keras

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
Keras

Deep Learning for humans

Best matched with other framework tools.

64.2K
Stars
+114
Weekly
79/100
Health

Quick Take

Adoption

Keras has the larger GitHub footprint with 64.2K 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.

SignalSupervisionKeras
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars48.3K64.2K
Weekly growth+9.8K+114
Health scoreStrong84/100Healthy79/100
Contributors1731.5K
Commits per week14.420.5
Open issues80211
LanguagePythonPython
LicenseMITApache-2.0
Last commit2026-07-22 08:27 UTC2026-07-22 01:39 UTC
Last release0.29.1v3.15.0

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