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CCA-YOLO: An Improved Glove Defect Detection Algorithm Based on YOLOv5

Aiming to address the issue of low efficiency and a high false-detection rate in artificial defect detection in nitrile medical gloves, CCA-YOLO was proposed on the basis of YOLOv5 to realize the detection of tear and scratch defects. CCA-YOLO added a small-target detection layer to the YOLOv5 netwo...

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Principais autores: Huilong Jin, Ruiyan Du, Liyong Qiao, Lingru Cao, Jian Yao, Shuang Zhang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-09-01
Serier:Applied Sciences
Fag:
α-IoU
coordinate attention
data enhancement
defect detection
focal and efficient IoU
YOLOv5
Online adgang:https://www.mdpi.com/2076-3417/13/18/10173
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