|
|
--- |
|
|
dataset_info: |
|
|
features: |
|
|
- name: image |
|
|
dtype: image |
|
|
- name: mask |
|
|
dtype: image |
|
|
- name: label |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: bottle.train |
|
|
num_bytes: 111990328.0 |
|
|
num_examples: 209 |
|
|
- name: bottle.test |
|
|
num_bytes: 44761329.0 |
|
|
num_examples: 83 |
|
|
- name: cable.train |
|
|
num_bytes: 303554891.0 |
|
|
num_examples: 224 |
|
|
- name: cable.test |
|
|
num_bytes: 201935812.0 |
|
|
num_examples: 150 |
|
|
- name: capsule.train |
|
|
num_bytes: 252677877.0 |
|
|
num_examples: 219 |
|
|
- name: capsule.test |
|
|
num_bytes: 152313896.0 |
|
|
num_examples: 132 |
|
|
- name: carpet.train |
|
|
num_bytes: 522511743.0 |
|
|
num_examples: 280 |
|
|
- name: carpet.test |
|
|
num_bytes: 218754349.0 |
|
|
num_examples: 117 |
|
|
- name: grid.train |
|
|
num_bytes: 124499615.0 |
|
|
num_examples: 264 |
|
|
- name: grid.test |
|
|
num_bytes: 37195564.0 |
|
|
num_examples: 78 |
|
|
- name: hazelnut.train |
|
|
num_bytes: 480438178.0 |
|
|
num_examples: 391 |
|
|
- name: hazelnut.test |
|
|
num_bytes: 137606945.0 |
|
|
num_examples: 110 |
|
|
- name: leather.train |
|
|
num_bytes: 341721146.0 |
|
|
num_examples: 245 |
|
|
- name: leather.test |
|
|
num_bytes: 184009117.0 |
|
|
num_examples: 124 |
|
|
- name: metal_nut.train |
|
|
num_bytes: 109259481.0 |
|
|
num_examples: 220 |
|
|
- name: metal_nut.test |
|
|
num_bytes: 56720756.0 |
|
|
num_examples: 115 |
|
|
- name: pill.train |
|
|
num_bytes: 168320860.0 |
|
|
num_examples: 267 |
|
|
- name: pill.test |
|
|
num_bytes: 106947348.0 |
|
|
num_examples: 167 |
|
|
- name: screw.train |
|
|
num_bytes: 130849798.0 |
|
|
num_examples: 320 |
|
|
- name: screw.test |
|
|
num_bytes: 65493960.0 |
|
|
num_examples: 160 |
|
|
- name: tile.train |
|
|
num_bytes: 233697736.0 |
|
|
num_examples: 230 |
|
|
- name: tile.test |
|
|
num_bytes: 118221637.0 |
|
|
num_examples: 117 |
|
|
- name: toothbrush.train |
|
|
num_bytes: 64456176.0 |
|
|
num_examples: 60 |
|
|
- name: toothbrush.test |
|
|
num_bytes: 45106038.0 |
|
|
num_examples: 42 |
|
|
- name: transistor.train |
|
|
num_bytes: 274424429.0 |
|
|
num_examples: 213 |
|
|
- name: transistor.test |
|
|
num_bytes: 129053590.0 |
|
|
num_examples: 100 |
|
|
- name: wood.train |
|
|
num_bytes: 377844770.0 |
|
|
num_examples: 247 |
|
|
- name: wood.test |
|
|
num_bytes: 120901068.0 |
|
|
num_examples: 79 |
|
|
- name: zipper.train |
|
|
num_bytes: 98584275.0 |
|
|
num_examples: 240 |
|
|
- name: zipper.test |
|
|
num_bytes: 61226686.0 |
|
|
num_examples: 151 |
|
|
download_size: 5269604829 |
|
|
dataset_size: 5275079398.0 |
|
|
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} |
|
|
} |
|
|
``` |
|
|
|
