The Impact of Weather, Lighting, and Camera Viewpoint on the Traffic Monitoring Performance of YOLO-SORT
This study investigates the condition sensitivity of a camera-based traffic monitoring pipeline that combines YOLOv8s detection with SORT tracking for real-time vehicle counting. Video data were collected from a pedestrian bridge above a two-lane highway in Győr, Hungary, under multiple weather conditions (clear, rainy...