---
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](https://www.mvtec.com/research-teaching/datasets/mvtec-ad)