Grad-CAM explanation in the classification inference UI - #178
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Alvin-Nahabwe wants to merge 1 commit into
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Grad-CAM explanation in the classification inference UI#178Alvin-Nahabwe wants to merge 1 commit into
Alvin-Nahabwe wants to merge 1 commit into
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The Inference tab's image-classification panel gains an "Explain prediction (Grad-CAM heatmap)" checkbox. When ticked, the app calls the new /explain/image-classification endpoint instead of plain inference, shows the predicted class with its confidence, and renders the returned heatmap overlay so a non-expert user can see which regions drove the prediction. Verified with parse() on both changed files. Depends on the API-side endpoint (companion PR on no-code-transformers). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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What
The Inference tab's image-classification panel gains an "Explain prediction (Grad-CAM heatmap)" checkbox. When ticked:
/explain/image-classificationinstead of plain inference,A non-expert user gets a visual answer to "why did it say that?" — the point of explainability on this platform.
Verified
parse()passes on both changed files. End-to-end behaviour depends on the API endpoint (verified separately on CPU).