CholecT50

CholecT50，全称胆囊切除术Action Triplet，是关于腹腔镜胆囊切除术的内窥镜视频数据集。它总共包含50个视频。它们是来自胆囊80数据集的45个视频和来自同一手术的内部数据集的5个视频。视频。这些视频以 (乐器，动词，目标) 的形式用三重信息进行注释。该数据集主要用于研究腹腔镜手术中的细粒度动作识别。

CholecT50数据集是CholecT40数据集的扩展，增加了10个视频和标准课程。
Cholict45数据集是cholict50数据集的子集，由cholict50数据集的第一公开45个视频组成。
CholecT50的相关数据集:
CholecT50: Rendezvous出版物中使用的原始版本。CholecT50 (挑战): 胆囊三胞胎挑战中使用的数据集。CholecT50 (交叉val): CholecT50的验证集。CholecT45 (交叉val): CholecT45的验证集。CholecT40: Tripnet出版物中使用的CholecT40的原始版本。"

CholecT50, full name Cholecystectomy Action Triplet, is an endoscopic video dataset focused on laparoscopic cholecystectomy. It contains a total of 50 videos, among which 45 are from the Cholec80 dataset and 5 are from an internal dataset of the same surgical procedure. These videos are annotated with triplet information in the form of (instrument, verb, target). This dataset is mainly used for research on fine-grained action recognition in laparoscopic surgery.

The CholecT50 dataset is an extension of the CholecT40 dataset, with 10 additional videos and a standardized curriculum added.

The CholecT45 dataset is a subset of the CholecT50 dataset, consisting of the first publicly released 45 videos from the CholecT50 dataset.

Relevant datasets of CholecT50 include:
CholecT50: The original version used in the Rendezvous publication.
CholecT50 (Challenge): The dataset used in the Cholec Triplet Challenge.
CholecT50 (Cross-val): The validation set of CholecT50.
CholecT45 (Cross-val): The validation set of CholecT45.
CholecT40: The original version of CholecT40 used in the TripNet publication.

搜集汇总

背景与挑战

背景概述

CholecT50是一个关于腹腔镜胆囊切除术的内窥镜视频数据集，包含50个视频，以（乐器，动词，目标）的三重信息进行注释，主要用于研究腹腔镜手术中的细粒度动作识别。该数据集是CholecT40的扩展，增加了10个视频和标准课程，由斯特拉斯堡大学于2022年发布。