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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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Principais autores: Kaile Jiang, Shuwan Pan, Luxuan Yang, Jie Yu, Yuanda Lin, Huaiqian Wang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-10-01
coleção:Applied Sciences
Assuntos:
YOLOv5
surgical instruments recognition
surgical instruments dataset
loss function
attention mechanism
deep-learning
Acesso em linha:https://www.mdpi.com/2076-3417/13/21/11709
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