Author

A. A. Aziz

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Open access 2026

Yolov8-Based Vehicle Detection and Traffic Density Estimation for Adaptive Traffic Signal Applications

The results support YOLOv8 as an efficient traffic-monitoring component, although density-classification accuracy and traffic-flow improvement require separate validation.

Muhammad Fakhrulradzi Razali, Ahmad Kamalrulzaman Othman, A. A. Aziz et al. · International journal of re... · 0 citations