Fast PCB defect detection method based on FasterNet backbone network and CBAM attention mechanism integrated with feature fusion module in improved YOLOv7

• Main Authors: Chen, Boyuan, Dang, Zichen
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Feature Extraction; Convolution
• Online Access: https://hdl.handle.net/10356/171570
• Institution: Nanyang Technological University

Printed Circuit Board (PCB) is a widely used electronic component and plays a critical role in the miniaturization and integration of circuits. However, the detection of PCB defects based on deep learning still encounter difficulties of limited efficiency. In order to address the issues of low speed...