A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection

Surface defect detection with machine learning has become an important tool in industries and a large field of study for researchers or workers in recent years. It is necessary to have a simplified source of information that helps us to better focus on one type of surface. In this systematic review,...

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Bibliographic Details
Published in:Journal of Imaging
Main Authors: Esteban Cumbajin, Nuno Rodrigues, Paulo Costa, Rolando Miragaia, Luís Frazão, Nuno Costa, Antonio Fernández-Caballero, Jorge Carneiro, Leire H. Buruberri, António Pereira
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Subjects:
defect detection
deep learning
CNN
industrial surface
automatic surface inspection
quality inspection
Online Access:https://www.mdpi.com/2313-433X/9/10/193

Internet

https://www.mdpi.com/2313-433X/9/10/193

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