Small target detection of bearing surface defects based on improved YOLOv5s.

In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. However, traditional detection methods have problems such as insufficient feature extraction for small targets and sensitivity...

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Bibliographic Details
Main Authors: Haisong Xu, Xiaolin Shi, Han Zhang, Fan Yang, Yun Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0328892
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