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Dataset
This dataset is a derivative of the OpenASL dataset, but contains pose estimations instead of the original RGB videos.
Pose keypoints are predicted using DWPose, and each sample is stored as a pickle file.
All predictions have been made on the original video size.
Field | Type | Description |
---|---|---|
poses | list | Pose data inferred from the video frames by DWPose |
video_frames_per_second | float | Frame rate of the video |
video_duration | float | Duration of the video in seconds |
video_frame_count | int | Amount of frames in the video |
video_width | int | Width of the video |
video_height | int | Height of the video |
file_stem | str | File name stem (without extension) |
raw_text | str | Raw textual description |
tokenized_text | str | Tokenized version of the raw text |
split | str | Dataset split (e.g., train/val/test) |
yid | str | Youtube video ID |
start | str | Start timestamp of the Youtube video segment |
end | str | End timestamp of the Youtube video segment |
References
This dataset is derived from OpenASL repository, but is neither maintained nor endorsed by its original authors.
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