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Review Open access Jul 2026

Real-Time Road Condition Detection and Mapping Using YOLOv11 and Built-In Car Dashcam

Abstract. Road surface conditions decline due to heavy traffic, severe weather, and recurring utility works. Many road agencies still rely on manual windshield surveys and semi-automated inspections. These methods are time-consuming, difficult to scale, and labour-intensive. Advances in deep learning and the widespread...

Harjot Josan, Kong-Wen Zhang, Bao-Xin Hu · 0 citations

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