Research on Printed Circuit Board (PCB) Defect Detection Algorithm Based on Convolutional Neural Networks (CNN)

Printed Circuit Board (PCB) defect detection is critical for quality control in electronics manufacturing. Traditional manual inspection and classical Automated Optical Inspection (AOI) methods face challenges in speed, consistency, and flexibility. This paper proposes a CNN-based approach for autom...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Zhiduan Ni, Yeonhee Kim
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-12-01
Edice:	Applied Sciences
Témata:	Printed Circuit Board (PCB) defect detection robustness Convolutional Neural Network (CNN) YOLO Automated Optical Inspection (AOI)
On-line přístup:	https://www.mdpi.com/2076-3417/15/24/13115
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!