Surface Defect Detection of Rolled Steel Based on Lightweight Model

Surface Defect Detection of Rolled Steel Based on Lightweight Model

A lightweight rolled steel strip surface defect detection model, YOLOv5s-GCE, is proposed to improve the efficiency and accuracy of industrialized rolled steel strip defect detection. The Ghost module is used to replace the CBS structure in a part of the original YOLOv5s model, and the Ghost bottlen...

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Bibliographic Details
Main Authors: Shunyong Zhou, Yalan Zeng, Sicheng Li, Hao Zhu, Xue Liu, Xin Zhang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
defect detection
ghost
attention mechanism
EIoU
Online Access:https://www.mdpi.com/2076-3417/12/17/8905

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