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2.6 KiB
Datamodules
Anomalib provides various datamodules for different types of data modalities. These datamodules are organized into three main categories:
Image Datamodules
:gutter: 2
:::{grid-item-card} BTech
:link: image/btech
:link-type: doc
BTech dataset datamodule for surface defect detection.
:::
:::{grid-item-card} Datumaro
:link: image/datumaro
:link-type: doc
Datumaro format datamodule (compatible with Intel Geti™).
:::
:::{grid-item-card} Folder
:link: image/folder
:link-type: doc
Custom folder-based datamodule for organizing your own image dataset.
:::
:::{grid-item-card} Kolektor
:link: image/kolektor
:link-type: doc
Kolektor Surface-Defect dataset datamodule.
:::
:::{grid-item-card} MVTecAD
:link: image/mvtecad
:link-type: doc
MVTec AD dataset datamodule for unsupervised anomaly detection.
:::
:::{grid-item-card} MVTecAD2
:link: image/mvtecad2
:link-type: doc
MVTec AD 2 dataset datamodule for anomaly detection with natural images.
:::
:::{grid-item-card} MVTecLOCO
:link: image/mvtecloco
:link-type: doc
MVTec LOCO dataset datamodule for logical and structural anomaly detection.
:::
:::{grid-item-card} RealIAD
:link: image/realiad
:link-type: doc
Real-IAD dataset datamodule for industrial anomaly detection with real-world scenarios.
:::
:::{grid-item-card} Tabular
:link: image/tabular
:link-type: doc
Custom tabular datamodule for datasets with image paths and labels in tabular format.
:::
:::{grid-item-card} VAD
:link: image/vad
:link-type: doc
Valeo Anomaly Detection dataset datamodule for automotive anomaly detection.
:::
:::{grid-item-card} Visa
:link: image/visa
:link-type: doc
Visual Anomaly (VisA) dataset datamodule.
:::
Video Datamodules
:gutter: 2
:::{grid-item-card} Avenue
:link: video/avenue
:link-type: doc
CUHK Avenue dataset datamodule for video anomaly detection.
:::
:::{grid-item-card} ShanghaiTech
:link: video/shanghaitech
:link-type: doc
ShanghaiTech dataset datamodule for video anomaly detection.
:::
:::{grid-item-card} UCSDped
:link: video/ucsdped
:link-type: doc
UCSD Pedestrian dataset datamodule for video anomaly detection.
:::
:hidden:
:maxdepth: 1
depth/index
image/index
video/index
Depth Datamodules
:gutter: 2
:::{grid-item-card} MVTec 3D
:link: depth/mvtec_3d
:link-type: doc
MVTec 3D-AD dataset datamodule for unsupervised 3D anomaly detection and localization.
:::
:::{grid-item-card} Folder 3D
:link: depth/folder_3d
:link-type: doc
Custom folder-based 3D datamodule for organizing your own depth-based anomaly detection dataset.
:::