Hyperparameters for ResNet-101-I3D model

gsig / PyVideoResearch

A repository of common methods, datasets, and tasks for video research

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Hyperparameters for ResNet-101-I3D model #23

Open avijit9 opened 5 years ago

avijit9 commented 5 years ago

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 commented 5 years ago

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 https://github.com/gsig/PyVideoResearch/issues/11

Hope that helps, Gunnar

avijit9 commented 5 years ago

Okay. Thanks a lot for your reply.