r3d_18

torchvision.models.video.r3d_18(*, weights: Optional[R3D_18_Weights] = None, progress: bool = True, **kwargs: Any) → VideoResNet

Construct 18 layer Resnet3D model.

Warning

The video module is in Beta stage, and backward compatibility is not guaranteed.

Reference: A Closer Look at Spatiotemporal Convolutions for Action Recognition.

Parameters:

• weights (R3D_18_Weights, optional) – The pretrained weights to use. See R3D_18_Weights below for more details, and possible values. By default, no pre-trained weights are used.

• progress (bool) – If True, displays a progress bar of the download to stderr. Default is True.

• **kwargs – parameters passed to the torchvision.models.video.resnet.VideoResNet base class. Please refer to the source code for more details about this class.

class torchvision.models.video.R3D_18_Weights(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)