An Optimization Method for PCB Surface Defect Detection Model Based on Measurement of Defect Characteristics and Backbone Network Feature Information

Printed Circuit Boards (PCBs) are essential components in electronic devices, making defect detection crucial. PCB surface defects are diverse, complex, low in feature resolution, and often resemble the background, leading to detection challenges. This paper proposes the YOLOv8_DSM algorithm for PCB...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Huixiang Liu, Xin Zhao, Qiong Liu, Wenbai Chen
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-11-01
Colecção:	Sensors
Assuntos:	defect detection PCB explainability YOLOv8 target characteristics
Acesso em linha:	https://www.mdpi.com/1424-8220/24/22/7373
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!