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video feature extraction

I3D feature extraction requirements:

  • tensorflow-gpu==1.14
  • dm-sonnet-gpu==1.32
  • opencv-python

ResNet-152 feature extraction requirements:

  • PyTorch
  • Torchvision

Note the video features released at tvr_feature_release.tar.gz is extracted from 15 FPS frames, which is not publicly available (we only released 3 FPS frames).