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torchcam-debug-prediction
frgfm/torch-camSkill
Debug one surprising 2D image-classification prediction in an existing PyTorch repository with TorchCAM. Use when an owner asks for predicted-versus-expected CAM evidence, a saved explanation bundle, GradCAM on a CNN, or LeGrad on a supported Vision Transformer. Reuse the repository's trusted model loader, checkpoint, class mapping, and preprocessing instead of inventing replacements.
Why this score
Popularity score: 84/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit a796441b5fbb, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.SKILL.md:39
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onetorchcam-debug-prediction frgfm/torch-cam · Skill | 84 | ★ 2.3k | ≈103 always | 16d ago |
| binance-prediction-updown binance/binance-skills-hub · Skill Both about prediction | 60 | ★ 1.1k | ≈30 always | 16d ago |
| debug-issue tirth8205/code-review-graph · Skill Both about debug | 87 | ★ 32k | ≈19 always | 19d ago |
| debug-helper athola/skrills · Skill Both about debug | 60 | ★ 69 | ≈19 always | 18d ago |
| a-stock-prediction digoal/blog · Skill Both about prediction | 81 | ★ 8.6k | ≈131 always | 16d ago |
| DebugBundle debugbundle/debugbundle · MCP server Both about debug and bundle | 52 | ★ 7 | not measured | today |