Surgical Instrument Recognition Based on Improved YOLOv5

Recognition of surgical instruments is a key part of the post-operative check and inspection of surgical instrument packaging. However, manual inventorying is prone to counting errors. The achievement of automated surgical instrument identification holds the potential to significantly mitigate the o...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Kaile Jiang, Shuwan Pan, Luxuan Yang, Jie Yu, Yuanda Lin, Huaiqian Wang
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	YOLOv5 surgical instruments recognition surgical instruments dataset loss function attention mechanism deep-learning
Online Access:	https://www.mdpi.com/2076-3417/13/21/11709