MVTec AD

by Paul Bergmann Michael Fauser David Sattlegger Carsten StegerCC-BY-NC-SA

MVTec AD

MVTec AD is a dataset for benchmarking anomaly detection methods with a focus on industrial inspection. It contains over 5000 high-resolution images divided into fifteen different object and texture categories. Each category comprises a set of defect-free training images and a test set of images with various kinds of defects as well as images without defects.

Dataset Attributes

Label SVG
TasksDetection, GANs
Label SVG
CategoriesAnomaly, Industry, Defect, Detection
Label SVG
SensorRGB Camera

Class Labels

NormalDefects