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Grad-MobileNet: A Gradient-Based Unsupervised Learning Method for Laser Welding Surface Defect Classification

Deep learning technology has advanced rapidly and has started to be applied for the detection of welding defects. In the manufacturing process of power batteries for new energy vehicles, welding defects may occur due to the high directivity, convergence, and penetration of the laser beam. The accura...

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Detalles Bibliográficos
Autores principales: Xiao, Sizhe, Liu, Zhenguo, Yan, Zhihong, Wang, Mingquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181709/
https://www.ncbi.nlm.nih.gov/pubmed/37177766
http://dx.doi.org/10.3390/s23094563