ESD-YOLOv5: A Full-Surface Defect Detection Network for Bearing Collars

ESD-YOLOv5: A Full-Surface Defect Detection Network for Bearing Collars

To address the different forms and sizes of bearing collar surface defects, uneven distribution of defect positions, and complex backgrounds, we propose ESD-YOLOv5, an improved algorithm for bearing collar full-surface defect detection. First, a hybrid attention module, ECCA, was constructed by comb...

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Bibliographic Details
Main Authors: Jiale Li, Haipeng Pan, Junfeng Li
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Electronics
Subjects:
convolutional neural network
ESD-YOLOv5
bearing collar
defect detection
Online Access:https://www.mdpi.com/2079-9292/12/16/3446

Internet

https://www.mdpi.com/2079-9292/12/16/3446

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