Bashir, M. T., Almutairi, A., Sikandar, M. A., Khan, M. M. H., Alanazi, A. O., Khan, M. H. N. (2026). AI-driven real-time detection of motorcycle traffic violations using YOLOv8 and IoT-based analytics. Scientific Reports. https://doi.org/10.1038/s41598-026-52641-1