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)