Jessica Verena

Smart Traffic Light System Using YOLO-Based Vehicle Detection for Real-Time Traffic Density Analysis

Traffic congestion at signalized urban intersections remains a major challenge due to dynamic vehicle volume and limited road capacity. Fixed-time traffic signals often fail to respond to real-time traffic variation, causing inefficient signal distribution and longer vehicle queues. This paper proposes a YOLOv10-based...