CP-YOLOv8s algorithm for tiny and extreme-type fabric defect detection

Peiyao Guo, Yanping Liu, Ying Wu, Jianye Wang, Yi Li, School of Fashion Design , Zhejiang Sci-Tech University, Digital Intelligence Style and Creative Design Research Center, Key Research Center of Philosophyand Social Sciences, Zhejiang Province, Zhejiang Sci-Tech University, Silk and Fashion Cultral Center of Zhejiang, Zhejiang Sci-Tech University, Department of Fashion, Institute of Central and East Central European Economic and Trade Cooperation, Ningbo University

Textile Research Journal

Published online on September 05, 2025

Abstract

Textile Research Journal, Ahead of Print.
To overcome the hurdles in tiny and extreme aspect ratio defect identification in fabrics, along with the issues of high leakage and false detection rates, we proposed an improved YOLOv8 fabric defect detection algorithm CA-P2-YOLOv8s (CP-YOLOv8s). It ...