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produce a video_rgb/ modality data folder of the following format:
root/video_rgb/shard-00000.tar
| ├── 00000.mp4 # this corresponds to one video.
| ├── 00001.mp4
| └── ...
Option 1: This should mostly just involve extracting the mp4/video files from the video2dataset format and moving it into the right directory paths.
Option 2: We can use v2d now to normalize the videos by making them same number of frames, etc.
We choose option #2 because by the time we get something in a modality folder, it should already be the last preprocessing step before pseudolabeling for aligned data.
Goal: given v2d format of
produce a
video_rgb/
modality data folder of the following format:Option 1: This should mostly just involve extracting the mp4/video files from the video2dataset format and moving it into the right directory paths.
Option 2: We can use v2d now to normalize the videos by making them same number of frames, etc.
We choose option #2 because by the time we get something in a modality folder, it should already be the last preprocessing step before pseudolabeling for aligned data.
Child issue of #3.
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