A lightweight fabric defect detection with parallel dilated convolution and dual attention mechanism

Detecting defects in fabrics is essential to quality control in the manufacturing process of textile productions. To increase detection efficiency, a variety of automatic fabric defect detections have been developed. However, most of these methods rely on complex model with heavy parameters, leading...

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Bibliographic Details
Main Authors: Zheqing Zhang, Kezhong Lu, Gaoming Yang
Format: Article
Language:English
Published: PeerJ Inc. 2025-08-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-3136.pdf
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