Enhancing Fabric Defect Detection With Attention Mechanisms and Optimized YOLOv8 Framework

Fabric defect detection is a critical task in the textile industry, requiring high precision and recall to ensure effective quality control. This study presents an enhanced YOLOv8-based framework that integrates novel attention mechanisms and advanced architectural modules to improve detection accur...

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Bibliographic Details
Main Authors: Yonghua Mao, Guowen Wang, Yingcang Ma, Xiaolin Gui
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11007006/
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