YOLO11-DSU: An enhanced YOLO11 framework for defect detection in dark woven fabrics
Published online on July 31, 2026
Abstract
Textile Research Journal, Ahead of Print.
Although computer vision technologies have progressed rapidly, leading detectors experience severe accuracy degradation on low-contrast dark fabrics, frequently yielding mean average precision (mAP) scores below 50%. To address these inherent limitations, ...
Although computer vision technologies have progressed rapidly, leading detectors experience severe accuracy degradation on low-contrast dark fabrics, frequently yielding mean average precision (mAP) scores below 50%. To address these inherent limitations, ...