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Detection of surface defect on flexible printed circuit via guided box improvement in GA-Faster-RCNN network

Industrial defect detection is a critical aspect of production. Traditional industrial inspection algorithms often face challenges with low detection accuracy. In recent years, the adoption of deep learning algorithms, particularly Convolutional Neural Networks (CNNs), has shown remarkable success i...

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Detalles Bibliográficos
Autores principales: Shen, Xiaole, Xing, Yunlong, Lu, Jinhui, Yu, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10697535/
http://dx.doi.org/10.1371/journal.pone.0295400