AI-driven real-time detection of motorcycle traffic violations using YOLOv8 and IoT-based analytics

Muhammad Tariq Bashir(CECOS University), Muhammad Hamza Noor Khan(INTI International University), Ahmed Almutairi(Majmaah University), Muhammad Ali Sikandar(INTI International University), Ahmed Othman Alanazi(Northern Border University), Md. Munir Hayet Khan(INTI International University)
Scientific Reports
May 11, 2026
Cited by 0


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