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imaadd05/mvtec-ad-2

MVTec AD 2 — pointer card, not a data mirror This is a metadata/citation card only — no dataset files are hosted here. MVTec AD 2 is registration-gated and evaluated via MVTec's own private benchmark server (benchmark.mvtec.com); re-hosting the test set would undermine that evaluation model, so it is intentionally not mirrored. Access Official page (registration required): https://www.mvtec.com/research-teaching/datasets/mvtec-ad-2 License: CC BY-NC-SA 4.0… See the full description on the dataset page: https://huggingface.co/datasets/imaadd05/mvtec-ad-2.

sourceHugging Facecc-by-nc-sa-4.0updated 2mo agoView on Hugging Face
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Dataset Card

MVTec AD 2 — pointer card, not a data mirror

This is a metadata/citation card only — no dataset files are hosted here. MVTec AD 2 is registration-gated and evaluated via MVTec's own private benchmark server (benchmark.mvtec.com); re-hosting the test set would undermine that evaluation model, so it is intentionally not mirrored.

Access

  • —Official page (registration required): https://www.mvtec.com/research-teaching/datasets/mvtec-ad-2
  • —License: CC BY-NC-SA 4.0 (non-commercial, share-alike, attribution required)
  • —Paper: arXiv:2503.21622 / IJCV 2026

Contents

8,000 high-resolution images (~30.4 GB), 8 object categories including a "Sheet Metal" category

under multi-lighting conditions (dark-field, backlight) — the closest public proxy for a fixed camera station over reflective/painted sheet-metal parts.

Citation

See the official page for the current BibTeX entry (arXiv:2503.21622).

Staged as a candidate proxy dataset for CoRe's Situational Control paint-inspection work (core-lab/situational-control).