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Video Datamodules

Video datamodules in Anomalib are designed to handle video-based anomaly detection datasets. They provide a standardized interface for loading and processing video data for both training and inference.

Available Datamodules

:gutter: 2

:::{grid-item-card} Avenue
:link: anomalib.data.Avenue
:link-type: doc

CUHK Avenue dataset for video anomaly detection.
:::

:::{grid-item-card} ShanghaiTech
:link: anomalib.data.ShanghaiTech
:link-type: doc

ShanghaiTech dataset for video anomaly detection.
:::

:::{grid-item-card} UCSDped
:link: anomalib.data.UCSDped
:link-type: doc

UCSD Pedestrian dataset for video anomaly detection.
:::

API Reference

.. automodule:: anomalib.data
   :members: Avenue, ShanghaiTech, UCSDped
   :undoc-members:
   :show-inheritance: