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An End-to-End Steel Surface Classification Approach Based on EDCGAN and MobileNet V2

In the production process of steel products, it is very important to find defects, which can not only reduce the failure rate of industrial production but also can reduce economic losses. All deep learning-based methods need many labeled samples for training. However, in the industrial field, there...

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Detalles Bibliográficos
Autores principales: Jin, Ge, Liu, Yanghe, Qin, Peiliang, Hong, Rongjing, Xu, Tingting, Lu, Guoyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9966273/
https://www.ncbi.nlm.nih.gov/pubmed/36850550
http://dx.doi.org/10.3390/s23041953