A newer version of the Gradio SDK is available: 6.22.0
metadata
title: Explainable & Auditable Alloy Defect Detection
emoji: 🔍
colorFrom: gray
colorTo: red
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
Explainable & Auditable Alloy Defect Detection
Group 8's submission for Problem #10 (MIT Professional Education, "Applied AI for Materials Discovery," July 2026).
Upload a steel-surface micrograph and see: the classifier's prediction, a live Grad-CAM heatmap explaining it, the deletion-curve faithfulness test that checks whether the heatmap is trustworthy, and the Conformal Risk Control guarantee that gives a provable — not just calibrated — bound on error rate.
Full notebook, one-page summary, and slides in the companion project folder.