Fast PCB Defect Detection Method Based on FasterNet Backbone Network and CBAM Attention Mechanism Integrated With Feature Fusion Module in Improved YOLOv7

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...

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Bibliographic Details
Main Authors: Boyuan Chen, Zichen Dang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10237189/