Improved RT-DETR Network for High-Quality Defect Detection on Digital Printing Fabric

Improved RT-DETR Network for High-Quality Defect Detection on Digital Printing Fabric

Digital printing technology has been successfully implemented in actual production within factories. However, issues with various digital printing heads can still lead to defects in printed fabrics, reducing the pass rate of digital printing textiles. To promptly detect these printing defects, we ha...

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Bibliographic Details
Main Authors: Zebin Su, Yunlong Shao, Pengfei Li, Xingyi Zhang, Huanhuan Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Journal of Natural Fibers
Subjects:
Digital printing
defect detection
Real-Time Detection Transformer (RT-DETR)
detection head
Inverted residual mobile block (iRMB)
bounding box loss
Online Access:https://www.tandfonline.com/doi/10.1080/15440478.2025.2476634
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https://www.tandfonline.com/doi/10.1080/15440478.2025.2476634

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