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Open access Aug 2026

ELW–YOLO: A next–generation lightweight model for pavement defects detection

: Reliable pavement–distress detection remains difficult because defects vary greatly in size, geometry, and visual appearance. We present ELW–YOLO, a lightweight detection framework built on YOLOv2026n with three targeted additions: (1) an Enhanced Multi-Scale Attention (EMA) block at P3/P4 that captures spatial–chann...

Yu-Fen Xu, Shi-Ling Jin, Chong-Wei Yang et al. · 0 citations

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