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LRP for 3D pytorch models

Open linhlpv opened this issue 4 years ago • 1 comments

🚀 Feature

LRP supports for 3D model, such as 3d video model in torchvision.models

Motivation

Now, 3D models, such as 3D conv for action recognition, video classification, ... is more and more popular. So LRP for 3D model will help to understand how these models work is necessary. E.g: For understanding 3D in Alzheimer’s disease classification, the author use LRP: https://github.com/moboehle/Pytorch-LRP

Pitch

LRP work for 3D models such as r2plus1d, mc3, ...

Alternatives

...

Additional context

None

linhlpv avatar Feb 14 '21 03:02 linhlpv

Any progress on this feature?. If not then can someone suggest how to interpret or understand a 3d cnn model?

Mushtaqml avatar Nov 14 '21 17:11 Mushtaqml