Dataset card
CholecT50 is a dataset of endoscopic videos of laparoscopic cholecystectomy surgery introduced to enable research on fine-grained action recognition in laparoscopic surgery. It is annotated with triplet information in the form of (instrument, verb, target). The dataset is a collection of 50 videos consisting of 45 videos from the Cholec80 dataset and 5 videos from an in-house dataset of the same surgical procedure.
CholecT50 is an extension of CholecT40 with 10 additional videos and standardized classes.
CholecT45 is a subset of CholecT50 consisting of 45 videos from the Cholec80 dataset and first public release of CholecT50.
The following are the official variants of the dataset:
- CholecT50 : the original version as used in the Rendezvous publication.
2.CholecT50 (challenge) : the variant used in CholecTriplet challenge. - CholecT50 (cross-val): official cross validation split of CholecT50.
- CholecT45 (cross-val): official cross validation split of CholecT45.
- CholecT40 : the original version of CholecT40 as used in Tripnet publication.
The complete dataset split information is given here.