video_resnet.rst 768 B

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  1. Video ResNet
  2. ============
  3. .. currentmodule:: torchvision.models.video
  4. The VideoResNet model is based on the `A Closer Look at Spatiotemporal
  5. Convolutions for Action Recognition <https://arxiv.org/abs/1711.11248>`__ paper.
  6. .. betastatus:: video module
  7. Model builders
  8. --------------
  9. The following model builders can be used to instantiate a VideoResNet model, with or
  10. without pre-trained weights. All the model builders internally rely on the
  11. ``torchvision.models.video.resnet.VideoResNet`` base class. Please refer to the `source
  12. code
  13. <https://github.com/pytorch/vision/blob/main/torchvision/models/video/resnet.py>`_ for
  14. more details about this class.
  15. .. autosummary::
  16. :toctree: generated/
  17. :template: function.rst
  18. r3d_18
  19. mc3_18
  20. r2plus1d_18