LSD-YOLOv5: A Steel Strip Surface Defect Detection Algorithm Based on Lightweight Network and Enhanced Feature Fusion Mode

LSD-YOLOv5: A Steel Strip Surface Defect Detection Algorithm Based on Lightweight Network and Enhanced Feature Fusion Mode

In the field of metallurgy, the timely and accurate detection of surface defects on metallic materials is a crucial quality control task. However, current defect detection approaches face challenges with large model parameters and low detection rates. To address these issues, this paper proposes a l...

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Bibliographic Details
Main Authors: Huan Zhao, Fang Wan, Guangbo Lei, Ying Xiong, Li Xu, Chengzhi Xu, Wen Zhou
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
surface defect detection
YOLOv5s
Stem block
MobileNetV2 bottleneck
multi-scale feature fusion
Online Access:https://www.mdpi.com/1424-8220/23/14/6558

Internet

https://www.mdpi.com/1424-8220/23/14/6558

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