Fabric Defect Detection With Deep Learning and False Negative Reduction

Quality control is an area of utmost importance for fabric production companies. By not detecting the defects present in the fabrics, companies are at risk of losing money and reputation with a damaged product. In a traditional system, an inspection accuracy of 60-75% is observed. In orde...

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Bibliographic Details
Main Authors: Tomas Almeida, Filipe Moutinho, J. P. Matos-Carvalho
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
CNN
Online Access:https://ieeexplore.ieee.org/document/9446116/