openalexElectronics2026-07-23
Lightweight Transformer-Enhanced YOLOv11 for Real-Time Fabric Defect Detection: A Systematic Comparison with DETR-Based Architectures
Fabric defect detection is a critical task in automated textile quality inspection, where both high localization accuracy and fast inference are required, especially for small and irregular defects. Although recent YOLO-based detectors offer a favorable balance of speed and accur…