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Video MViT

docs/source/models/video_mvit.rst

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Video MViT

.. currentmodule:: torchvision.models.video

The MViT model is based on the MViTv2: Improved Multiscale Vision Transformers for Classification and Detection <https://arxiv.org/abs/2112.01526>__ and Multiscale Vision Transformers <https://arxiv.org/abs/2104.11227>__ papers.

Model builders

The following model builders can be used to instantiate a MViT v1 or v2 model, with or without pre-trained weights. All the model builders internally rely on the torchvision.models.video.MViT base class. Please refer to the source code <https://github.com/pytorch/vision/blob/main/torchvision/models/video/mvit.py>_ for more details about this class.

.. autosummary:: :toctree: generated/ :template: function.rst

mvit_v1_b
mvit_v2_s