---
license: cc-by-nc-sa-4.0
task_categories:
- translation
language:
- en
- asl
pretty_name: OpenASL DWPose
---
## Work In Progress!
This dataset is under construction and will be ready in a few days. 

## Dataset
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.  
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.  
All the keypoints have been generated using the original videos in their full resolutions to maximize accuracy. 

| 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](https://github.com/chevalierNoir/OpenASL?tab=readme-ov-file), but is neither maintained nor endorsed by its original authors.