LightYOLO: Lightweight model based on YOLOv8n for defect detection of ultrasonically welded wire terminations

Defect inspection of the surface in ultrasonically welded wire terminations is an important inspection procedure to ensure welding quality. However, the detection task of ultrasonic welding defects based on deep learning still faces the challenges of low detection accuracy and slow inference speed....

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Bibliographic Details

Published in:	Engineering Science and Technology, an International Journal
Main Authors:	Jianshu Xu, Lun Zhao, Yu Ren, Zhigang Li, Zeshan Abbas, Lan Zhang, Md Shafiqul Islam
Format:	Article
Language:	English
Published:	Elsevier 2024-12-01
Subjects:	Ultrasonic metal welding Deep learning Object detection Lightweight
Online Access:	http://www.sciencedirect.com/science/article/pii/S2215098624002829