Dataset Downloads¶
Please complete the following two steps to join the challenge and then download the data.
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Firstly, if you have not done so, please register for the challenge by clicking the green "join" button above. If you do not see a green join button, it means you have already registered.
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Secondly, in order to access the data, please use this data access link: Trauma THOMPSON Dataset
Dataset Descriptions¶
Task 1: Action Recognition and Anticipation
Training Set
- 141 videos of standard (regular) procedures
Testing Set
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36 unseen regular procedure videos
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43 just-in-time procedure videos
Task 2: Hand Tracking
Training Set
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20 videos (subset of regular-procedure dataset)
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Hand bounding boxes annotated in COCO format
Testing Set
- 15 previously unseen videos from regular procedures
Task 3: Object Detection
Training Set
- 36,000 frames with tool annotations
Testing Set
- 10,000 frames with tool annotations
Task 4: Realism Assessment
Training Set
- 141 videos (approximately 80% of the dataset)
Testing Set
- 36 videos (approximately 20% of the dataset)
Task 5: Visual Question Answering
Training Set
- 475,000 frames with annotated questions
Testing Set
- 119,000 frames with annotated questions