Wrong dimensions for Avg-Pool layer

[tobiascz]

I think there is a small mistake in the model of the i3d.

PyTorchConv3D/models/i3d.py

Line 303 in e6cc440

self.layers[end_point] = nn.AvgPool3d(kernel_size=[8, 7, 7], stride=(1, 1, 1))

In the paper QuVadis Action Recognition this is actuall 2,7,7 not 8,7,7.

[pranavgundewar]

Yes. I believe it is a typo and it should be [2,7,7].

[gui-miotto]

The version in this repo here has it corrected:
https://github.com/piergiaj/pytorch-i3d