README.md

metadata

license: cc-by-nc-sa-4.0
task_categories:
  - image-classification
  - object-detection
tags:
  - anomaly-detection
  - industrial-inspection

MVTec AD - Anomaly Detection Dataset

This repository mirrors the MVTec AD dataset for CI/CD and non-commercial research workflows.

License

The data is released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). It is not allowed to use the dataset for commercial purposes.

Attribution

If you use the dataset in scientific work, please cite the original authors:

Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger: The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. International Journal of Computer Vision 129(4):1038-1059, 2021.

Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger: MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 9584-9592, 2019.

Original Source: MVTec AD Dataset