MVTec Software

Download the MVTec AD dataset

For your convenience, we provide a download link for the whole dataset, as well as links for each object category.

For each object, the data consist of three folders:

'train', which contains the (defect-free) training images
'test', which contains the test images
'ground_truth', which contains the pixel-precise annotations of anomalous regions

Download the whole dataset

Since the whole dataset is about 4.9 GB in size, we also provide links to download each object category separately:

Bottle (148 MB)
Cable (481 MB)
Capsule (385 MB)
Carpet (705 MB)
Grid (153 MB)
Hazelnut (588 MB)
Leather (500 MB)
Metal Nut (157 MB)
Pill (262 MB)
Screw (186 MB)
Tile (335 MB)
Toothbrush (104 MB)
Transistor (384 MB)
Wood (474 MB)
Zipper (152 MB)

ANOMALY DETECTION

More datasets

Anomaly Detection 2

MVTec AD 2 is a dataset for benchmarking unsupervised anomaly detection methods on challenging use-cases from industrial inspection tasks. It expands existing benchmarks by eight new anomaly detection scenarios with more than 8,000 high-resolution images in total.

Go to dataset

3D Anomaly Detection

MVTec 3D-AD is a comprehensive 3D dataset for the task of unsupervised anomaly detection and localization. It contains over 4,000 high-resolution scans acquired by an industrial 3D sensor.

Go to dataset

ANOMALY DETECTION

LOCO AD

The MVTec logical constraints anomaly detection (MVTec LOCO AD) dataset is intended for the evaluation of unsupervised anomaly localization algorithms. The dataset includes both structural and logical anomalies.

Go to dataset