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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...

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Autors principals: Huixiang Liu, Xin Zhao, Qiong Liu, Wenbai Chen
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-11-01
Col·lecció:Sensors
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Accés en línia:https://www.mdpi.com/1424-8220/24/22/7373
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