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Can I use this model for video classification? #11

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ZhangLin-PKU opened this issue Feb 27, 2019 · 3 comments
Open

Can I use this model for video classification? #11

ZhangLin-PKU opened this issue Feb 27, 2019 · 3 comments

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@ZhangLin-PKU
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@titu1994 Thank you for your code! I want to use the non-local resnet model for video classification, as in the paper. The author emphasizes that the convolution operation should be 3-d convolution, but I can't see it in your nonlocal_resnet.py file. So I think this model doesn't fit video classification task, am I right?

@titu1994
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The non_local block itself supports all types of convolutions, however you would need to write the 3d ResNet variant to actually use it.

@momo1986
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momo1986 commented Sep 6, 2019

Hello, @titu1994 ,for non-local-resnet in 3D version, should I replace the previous 2D version with 3D blocks like Conv and Pooling?
Thanks & regards!

@titu1994
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titu1994 commented Sep 7, 2019

Yup that's should be sufficient.

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