GDCP-YOLO: Enhancing Steel Surface Defect Detection Using Lightweight Machine Learning Approach

GDCP-YOLO: Enhancing Steel Surface Defect Detection Using Lightweight Machine Learning Approach

Surface imperfections in steel materials potentially degrade quality and performance, thereby escalating the risk of accidents in engineering applications. Manual inspection, while traditional, is laborious and lacks consistency. However, recent advancements in machine learning and computer vision h...

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Bibliographic Details
Main Authors: Zhaohui Yuan, Hao Ning, Xiangyang Tang, Zhengzhe Yang
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Electronics
Subjects:
defect detection
deep learning
image processing
lightweight
Online Access:https://www.mdpi.com/2079-9292/13/7/1388

Internet

https://www.mdpi.com/2079-9292/13/7/1388

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