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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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