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Hyperparameters for ResNet-101-I3D model #23

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avijit9 opened this issue Aug 14, 2019 · 2 comments
Open

Hyperparameters for ResNet-101-I3D model #23

avijit9 opened this issue Aug 14, 2019 · 2 comments

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@avijit9
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avijit9 commented Aug 14, 2019

Hi Gunnar,

I would like to reproduce the results of the model called I3D (with ResNet-101 backbone) reported in [1]. Which configuration should I use? If I just replace resnet50-3d with resnet101-3d, it seems to be not working.

[1] Videos as Space-Time Region Graphs, ECCV'18 [link]

Regards,
Avijit

@gsig
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gsig commented Aug 30, 2019

I have not experimented with ResNet101-3D much, so you might indeed have to experiment with the hyperparameters and double check the 101 extension, but it should work similarly to the ResNet50 version without much change. Note that those baselines might have additional tricks that aren't implemented, see for example discussion in #11

Hope that helps,
Gunnar

@avijit9
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avijit9 commented Aug 31, 2019

Okay. Thanks a lot for your reply.

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