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Deep Convolutional Neural Network Optimization for Defect Detection in Fabric Inspection

This research is aimed to detect defects on the surface of the fabric and deep learning model optimization. Since defect detection cannot effectively solve the fabric with complex background by image processing, this research uses deep learning to identify defects. However, the current network archi...

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Detalles Bibliográficos
Autores principales: Ho, Chao-Ching, Chou, Wei-Chi, Su, Eugene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587924/
https://www.ncbi.nlm.nih.gov/pubmed/34770380
http://dx.doi.org/10.3390/s21217074