The data from this project was downloaded from youtube.
The original videos were collected from the YouTube Channel: Movieclips.
To access the original videos check their youtube ID under the column video_id in the files: subset_moviescenes_shotcuts_{train,val}.csv.
Then, go to youtube an replace the id in this URL: https://www.youtube.com/watch?v={video_id}
The features used for the paper are shared in the main README.md:
| Resource | Video | Audio | Destination Folder |
|---|---|---|---|
| Features | link | link | ./data/ |
However, if you wanna extract features yourself. You can follow the repos below:
| Resource | Features | Notes |
|---|---|---|
| Video | ResNexT-101 Kinetics | Snippet size: 16 Frames at 24FPS with 8-frame overlapping windows |
| Audio | ResNet-18 VGGSound | Parameters used can be found in the repo |