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zhanghang1989 / ResNeSt

ResNeSt: Split-Attention Networks
https://arxiv.org/abs/2004.08955
Apache License 2.0
3.24k stars 496 forks source link

implementing ResNest 3D #40

Open bilel-bj opened 4 years ago

bilel-bj commented 4 years ago

Are there any guidelines to implement ResNest 3D for video classification?

Thanks.

james20141606 commented 4 years ago

Also looking forward to 3D ResNest for medical imaging data!

zhanghang1989 commented 4 years ago

@bryanyzhu @chongruo Any thoughts on 3D ResNeSt?

bryanyzhu commented 4 years ago

@bilel-bj I think following R2+1D or P3D would be a good direction to instantiate a 3D ResNeSt for video classification. But given 3D networks are slow to train, you can try to use 2D ResNeSt in TSN or TSM networks to see how effective it is.

zhanghang1989 commented 4 years ago

Looks like we have 3rd party implementation for ResNeSt3D. Feel free to check it out: https://github.com/QiaoranC/tf_ResNeSt_RegNet_model