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Hua-Ying Li

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Open access 2026

An Efficient Machine Learning-Enhanced YOLOv11 Network for Small-Scale Defect Recognition in PCB Inspection

Accurate detection of small and low-contrast printed circuit board (PCB) defects remains challenging. To address this problem, we propose SDL-YOLO, a YOLO11n-based detector designed to improve small-defect representation while controlling computational cost. A Detection-Optimized Sparse Mixture-of-Experts (DS-MOE) modu...

Hua-Ying Li, Huan Li, M. Alam · 0 citations

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