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Automatic detection and classification of manufacturing defects in metal boxes using deep neural networks

This paper develops a new machine vision framework for efficient detection and classification of manufacturing defects in metal boxes. Previous techniques, which are based on either visual inspection or on hand-crafted features, are both inaccurate and time consuming. In this paper, we show that by...

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Detalles Bibliográficos
Autores principales: Essid, Oumayma, Laga, Hamid, Samir, Chafik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6226149/
https://www.ncbi.nlm.nih.gov/pubmed/30412635
http://dx.doi.org/10.1371/journal.pone.0203192