MVTEC 3D-AD (THE MVTEC 3D ANOMALY DETECTION DATASET)

Introduced by Bergmann et al. in The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

MVTec 3D Anomaly Detection Dataset (MVTec 3D-AD) is a comprehensive 3D dataset for the task of unsupervised anomaly detection and localization. It contains over 4000 high-resolution scans acquired by an industrial 3D sensor. Each of the 10 different object categories comprises a set of defect-free training and validation samples and a test set of samples with various kinds of defects. Precise ground-truth annotations are provided for each anomalous test sample.

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