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--- |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- translation |
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language: |
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- en |
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- asl |
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pretty_name: OpenASL DWPose |
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--- |
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## Work In Progress! |
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This dataset is under construction and will be ready in a few days. |
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## Dataset |
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This is a derivative of the [OpenASL dataset](https://github.com/chevalierNoir/OpenASL?tab=readme-ov-file), but contains pose estimations instead of the original RGB videos. |
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Pose keypoints are predicted using [DWPose](https://github.com/IDEA-Research/DWPose?tab=readme-ov-file), and each sample is stored as a pickle file. |
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All the keypoints have been generated using the original videos in their full resolutions to maximize accuracy. |
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| Field | Type | Description | |
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|-------------------------|--------------|---------------------------------------------------------| |
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| poses | list | Pose data inferred from the video frames by DWPose | |
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| video_frames_per_second | float | Frame rate of the video | |
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| video_duration | float | Duration of the video in seconds | |
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| video_frame_count | int | Amount of frames in the video | |
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| video_width | int | Width of the video | |
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| video_height | int | Height of the video | |
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| file_stem | str | File name stem (without extension) | |
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| raw_text | str | Raw textual description | |
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| tokenized_text | str | Tokenized version of the raw text | |
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| split | str | Dataset split (e.g., train/val/test) | |
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| yid | str | Youtube video ID | |
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| start | str | Start timestamp of the Youtube video segment | |
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| end | str | End timestamp of the Youtube video segment | |
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## References |
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This dataset is derived from [OpenASL](https://github.com/chevalierNoir/OpenASL?tab=readme-ov-file), but is neither maintained nor endorsed by its original authors. |
