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Deep learning-based weld defect classification using VGG16 transfer learning adaptive fine-tuning

Welding is a vital joining process; however, occurrences of weld defects often degrade the quality of the welded part. The risk of occurrence of a variety of defects has led to the development of advanced weld defects detection systems such as automated weld defects detection and classification. The...

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Detalles Bibliográficos
Autores principales: Kumaresan, Samuel, Aultrin, K. S. Jai, Kumar, S. S., Anand, M. Dev
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Paris 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165579/
http://dx.doi.org/10.1007/s12008-023-01327-3