Papers with Code · CC BY-SA 4.0

Surgical tool detection

2D Classification › Object Detection › Surgical tool detection 7 평가 기록 2 datasets

Presence detection of various classes of surgical instruments in endoscopy videos.

논문

Dissecting Self-Supervised Learning Methods for Surgical Computer Vision

2207.00449 2022-07-01 이 페이지의 평가 2건

mAP: 66.9

EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

1602.03012 2016-02-09 이 페이지의 평가 2건

mAP: 81.0

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

1907.06099 2019-07-13 이 페이지의 평가 1건

mAP: 89.1

Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos

1812.01366 2018-12-04 이 페이지의 평가 1건

mAP: 92.9

Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos

1806.05573 2018-06-14 이 페이지의 평가 1건

mAP: 87.4