- This is A Cataract Dataset for Tool Detection, which includes bounding-box-annotations (VOC format) of surgical tools in 25 cataract surgery videos.
- There are two types of tool setups.
Setup 1focuses on the whole tool, including both the head and the handle of a tool.Setup 2focuses only on the head of tools. - The original videos are from CATARACTS and our bounding-box-annotations are based on CaDIS.
- The file name of each video frame in CaDTD is correspond to CaDIS for convenience.
Jiang W, Xia T, Wang Z, Jia F. Semi-supervised Surgical Tool Detection Based on Highly Confident Pseudo Labeling and Strong Augmentation Driven Consistency. MICCAI 2021 Workshop on Data Augmentation, Labeling, and Imperfections. (In press).
jiang-wenjing@outlook.com