Skip to content

Latest commit

 

History

History

video_feature

Folders and files

NameName
Last commit message
Last commit date

parent directory

..

README.md

README.md

 
 

convert_feature_frm_to_clip.py

convert_feature_frm_to_clip.py

 
 

convert_feature_frm_to_clip.sh

convert_feature_frm_to_clip.sh

 
 

extract_i3d_features.py

extract_i3d_features.py

 
 

extract_i3d_features.sh

extract_i3d_features.sh

 
 

extract_image_features.py

extract_image_features.py

 
 

extract_resnet152_2048_features.sh

extract_resnet152_2048_features.sh

 
 

i3d.py

i3d.py

 
 

merge_align_i3d.py

merge_align_i3d.py

 
 

merge_align_i3d.sh

merge_align_i3d.sh

 
 

normalize_and_concat.py

normalize_and_concat.py

 
 

normalize_and_concat.sh

normalize_and_concat.sh

 
 

README.md

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).