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Video ResNet

docs/source/models/video_resnet.rst

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Video ResNet

.. currentmodule:: torchvision.models.video

The VideoResNet model is based on the A Closer Look at Spatiotemporal Convolutions for Action Recognition <https://arxiv.org/abs/1711.11248>__ paper.

.. betastatus:: video module

Model builders

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

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

r3d_18
mc3_18
r2plus1d_18