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Defect detection of yarn-dyed fabric based on generative adversarial networks

In view of the problems in yarn-dyed fabric defect detection such as difficulty in obtaining a large number of labeled defect data and serious over inspection, an image reconstruction and repair model based on unsupervised adversarial learning was proposed, and the defect detection of yarn-dyed fabr...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: ZHANG Hongwei, MI Hongmin, LU Shuai, CHEN Xia
Format: Artigo
Sprache:Chinês
Veröffentlicht: Editorial Office of Journal of XPU 2022-02-01
Schriftenreihe:Xi'an Gongcheng Daxue xuebao
Schlagworte:
yarn-dyed fabric
defect detection
unsupervised learning
generative adversarial net
image reconstruction
Online-Zugang:http://journal.xpu.edu.cn/en/#/digest?ArticleID=1142
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