The 2D CNN version of ResNet architecture is recasted into 3D CNNs. It has skip connections that helps make the gradient flow better as we build more deeper networks

More details can be found here.


Residual Network Architecture. R3D are 3D ResNets essentially.For interpretability, residual connections are omitted.