Research on fabric surface defect detection algorithm based on improved Yolo_v4

Abstract In industry, the task of defect classification and defect localization is an important part of defect detection system. However, existing studies only focus on one task and it is difficult to ensure the accuracy of both tasks. This paper proposes a defect detection system based on improved...

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Bibliographic Details
Main Authors: Yuanyuan Li, Liyuan Song, Yin Cai, Zhijun Fang, Ming Tang
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-50671-7