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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Lin-Dong Li

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Review Open access Aug 2026

Research Progress in YOLO-Based Road Crack Detection: A Critical Narrative Review of Architectures, Data, Evaluation and Deployment

Road crack detection is a central computer-vision task in pavement inspection because cracks are visually sparse, geometrically elongated, highly variable in width and topology, and easily confused with shadows, joints, stains and road markings. The You Only Look Once (YOLO) family has become prominent in this domain b...

Kai-Yuan Shen, Fan-Peng Meng, Song Hu et al. · 0 citations

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