Dataset · Hugging Face

Voxel51/cholect50

Name: cholect50
Creator: Voxel51
License: cc-by-nc-sa-4.0
Keywords: task_categories:image-classification, license:cc-by-nc-sa-4.0, size_categories:100K<n<1M, modality:image, library:fiftyone, arxiv:2202.05324, region:us, fiftyone, computer-vision, surgical, medical, video-understanding, cholec50, action-recognition

CholecT50 Dataset (FiftyOne Format) This is a FiftyOne dataset version of the CholecT50 dataset. CholecT50 is a dataset of laparoscopic cholecystectomy surgeries, annotated with surgical action triplets. It is the first public dataset to provide action triplet annotations for surgical videos, enabling research in fine-grained surgical activity recognition. Dataset Summary CholecT50 consists of 50 videos of laparoscopic cholecystectomy surgeries. Each frame is annotated… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/cholect50.

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Author / organization	Voxel51
License (as declared)	cc-by-nc-sa-4.0
Downloads	14.6K (as reported by Hugging Face)
Likes	0
Created	6 January 2026
Last updated at source	6 January 2026

fiftyonecomputer-visionsurgicalmedicalvideo-understandingcholec50action-recognition

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