Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation

• Published in: Journal of engineered fibers and fabrics Vol. 20
• Main Authors: Dai, Ning, Hu, Xiaohan, Xu, Kaixin, Hu, Xudong, Yuan, Yanhong, Cao, Bo, Shi, Luhong
• Format: Journal Article
• Language: English
• Published: SAGE Publishing 01.01.2025

In the field of fabric defect detection, the development of algorithms has been hindered by issues such as poor quality and limited quantity of open-source datasets. Traditional data augmentation methods offer limited improvements in model performance, while generative data augmentation methods are...