Effective Fabric Defect Detection Model for High-Resolution Images

The generation of defects during fabric production impacts fabric quality, and fabric production factories can greatly benefit from the automatic detection of fabric defects. Although object detection algorithms based on convolutional neural networks can be quickly developed, fabric defect detection...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Long Li, Qi Li, Zhiyuan Liu, Lin Xue
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	fabric defect detection Cascade R-CNN Feature Pyramid Network Switchable Atrous Convolution
Online Access:	https://www.mdpi.com/2076-3417/13/18/10500