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metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: mask
      dtype: image
    - name: label
      dtype: int64
  splits:
    - name: bottle.train
      num_bytes: 111990328
      num_examples: 209
    - name: bottle.test
      num_bytes: 44761329
      num_examples: 83
    - name: cable.train
      num_bytes: 303554891
      num_examples: 224
    - name: cable.test
      num_bytes: 201935812
      num_examples: 150
    - name: capsule.train
      num_bytes: 252677877
      num_examples: 219
    - name: capsule.test
      num_bytes: 152313896
      num_examples: 132
    - name: carpet.train
      num_bytes: 522511743
      num_examples: 280
    - name: carpet.test
      num_bytes: 218754349
      num_examples: 117
    - name: grid.train
      num_bytes: 124499615
      num_examples: 264
    - name: grid.test
      num_bytes: 37195564
      num_examples: 78
    - name: hazelnut.train
      num_bytes: 480438178
      num_examples: 391
    - name: hazelnut.test
      num_bytes: 137606945
      num_examples: 110
    - name: leather.train
      num_bytes: 341721146
      num_examples: 245
    - name: leather.test
      num_bytes: 184009117
      num_examples: 124
    - name: metal_nut.train
      num_bytes: 109259481
      num_examples: 220
    - name: metal_nut.test
      num_bytes: 56720756
      num_examples: 115
    - name: pill.train
      num_bytes: 168320860
      num_examples: 267
    - name: pill.test
      num_bytes: 106947348
      num_examples: 167
    - name: screw.train
      num_bytes: 130849798
      num_examples: 320
    - name: screw.test
      num_bytes: 65493960
      num_examples: 160
    - name: tile.train
      num_bytes: 233697736
      num_examples: 230
    - name: tile.test
      num_bytes: 118221637
      num_examples: 117
    - name: toothbrush.train
      num_bytes: 64456176
      num_examples: 60
    - name: toothbrush.test
      num_bytes: 45106038
      num_examples: 42
    - name: transistor.train
      num_bytes: 274424429
      num_examples: 213
    - name: transistor.test
      num_bytes: 129053590
      num_examples: 100
    - name: wood.train
      num_bytes: 377844770
      num_examples: 247
    - name: wood.test
      num_bytes: 120901068
      num_examples: 79
    - name: zipper.train
      num_bytes: 98584275
      num_examples: 240
    - name: zipper.test
      num_bytes: 61226686
      num_examples: 151
  download_size: 5269604829
  dataset_size: 5275079398
configs:
  - config_name: default
    data_files:
      - split: bottle.train
        path: data/bottle.train-*
      - split: bottle.test
        path: data/bottle.test-*
      - split: cable.train
        path: data/cable.train-*
      - split: cable.test
        path: data/cable.test-*
      - split: capsule.train
        path: data/capsule.train-*
      - split: capsule.test
        path: data/capsule.test-*
      - split: carpet.train
        path: data/carpet.train-*
      - split: carpet.test
        path: data/carpet.test-*
      - split: grid.train
        path: data/grid.train-*
      - split: grid.test
        path: data/grid.test-*
      - split: hazelnut.train
        path: data/hazelnut.train-*
      - split: hazelnut.test
        path: data/hazelnut.test-*
      - split: leather.train
        path: data/leather.train-*
      - split: leather.test
        path: data/leather.test-*
      - split: metal_nut.train
        path: data/metal_nut.train-*
      - split: metal_nut.test
        path: data/metal_nut.test-*
      - split: pill.train
        path: data/pill.train-*
      - split: pill.test
        path: data/pill.test-*
      - split: screw.train
        path: data/screw.train-*
      - split: screw.test
        path: data/screw.test-*
      - split: tile.train
        path: data/tile.train-*
      - split: tile.test
        path: data/tile.test-*
      - split: toothbrush.train
        path: data/toothbrush.train-*
      - split: toothbrush.test
        path: data/toothbrush.test-*
      - split: transistor.train
        path: data/transistor.train-*
      - split: transistor.test
        path: data/transistor.test-*
      - split: wood.train
        path: data/wood.train-*
      - split: wood.test
        path: data/wood.test-*
      - split: zipper.train
        path: data/zipper.train-*
      - split: zipper.test
        path: data/zipper.test-*

Original dataset:

@inproceedings{bergmann2019mvtec,
  title={MVTec AD--A comprehensive real-world dataset for unsupervised anomaly detection},
  author={Bergmann, Paul and Fauser, Michael and Sattlegger, David and Steger, Carsten},
  booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
  pages={9592--9600},
  year={2019}
}