Novel Efficient Steel Surface Defect Detection Model Based on ConvNeXt v2 and Squeeze Aggregated Excitation Attention

With the rapid advancement of artificial intelligence and intelligent manufacturing technologies in recent years, automated inspection technologies have ushered in new opportunities for industrial production. Against this backdrop, this paper proposes an improved single-stage detection model, ESS-YO...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Chengfei Li, Haijian Huang, Huamin Mo, Zhikai Wen, Shiqin Zhou, Zhenhao Zhu
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	ConvNeXt v2 detection head loss function SaE channel attention steel defect detection YOLOv8
Online Access:	https://ieeexplore.ieee.org/document/11043149/