Datamodules#
Anomalib provides various datamodules for different types of data modalities. These datamodules are organized into three main categories:
Image Datamodules#
BTech dataset datamodule for surface defect detection.
Datumaro format datamodule (compatible with Intel Geti™).
Custom folder-based datamodule for organizing your own image dataset.
Kolektor Surface-Defect dataset datamodule.
MVTec AD dataset datamodule for unsupervised anomaly detection.
Visual Inspection of Surface Anomalies (VisA) dataset datamodule.
Video Datamodules#
CUHK Avenue dataset datamodule for video anomaly detection.
ShanghaiTech dataset datamodule for video anomaly detection.
UCSD Pedestrian dataset datamodule for video anomaly detection.
Depth Datamodules#
MVTec 3D-AD dataset datamodule for unsupervised 3D anomaly detection and localization.
Custom folder-based 3D datamodule for organizing your own depth-based anomaly detection dataset.