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Jun, 2024
EgoSurgery-Tool:一份来自视角内开放手术视频的手术工具和手部检测数据集
EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos
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Ryo Fujii, Hideo Saito, Hiroyuki Kajita
TL;DR
本研究介绍了EgoSurgery-Tool数据集,其中包含49K个手术工具边界框和46K个手边界框的注释,侧重于手术工具和手的检测以实现对头戴式摄像头记录的自我中心开放式手术活动的理解。
Abstract
surgical tool detection
is a fundamental task for understanding
egocentric open surgery videos
. However, detecting surgical tools presents significant challenges due to their highly imbalanced class distribution,
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