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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Applied Sciences
المؤلفون الرئيسيون: Kaile Jiang, Shuwan Pan, Luxuan Yang, Jie Yu, Yuanda Lin, Huaiqian Wang
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2023-10-01
الموضوعات:
YOLOv5
surgical instruments recognition
surgical instruments dataset
loss function
attention mechanism
deep-learning
الوصول للمادة أونلاين:https://www.mdpi.com/2076-3417/13/21/11709

الانترنت

https://www.mdpi.com/2076-3417/13/21/11709

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