metadata
title: PatchCore Defect Detection
emoji: 🔍
colorFrom: gray
colorTo: red
sdk: static
app_file: index.html
pinned: false
license: cc-by-nc-sa-4.0
short_description: Find manufacturing defects without ever seeing one
models:
- yandyassine/patchcore-mvtec-ad
PatchCore defect detection, in your browser
From-scratch reimplementation of PatchCore (CVPR 2022), exported to ONNX and run client-side with ONNX Runtime Web (WebGPU when available, WebAssembly otherwise). No server: uploaded images never leave the visitor's device.
Image AUROC on MVTec AD: 1.000 / 0.999 / 0.977 (bottle / metal nut / grid), measured with the same ONNX files.
- Model files and card: yandyassine/patchcore-mvtec-ad
- Code & write-up: COMPUTER-VISION-PROJECT-LIBRARY / 13
- Data: MVTec AD, CC BY-NC-SA 4.0 (non-commercial).