Real-Time Vehicle Detection and Urban Traffic Behavior Analysis Based on UAV Traffic Videos on Mobile Devices

arXiv:2402.16246v1 Announce Type: new
Abstract: This paper focuses on a real-time vehicle detection and urban traffic behavior analysis system based on Unmanned Aerial Vehicle (UAV) traffic video. By using UAV to collect traffic data and combining the YOLOv8 model and SORT tracking algorithm, the object detection and tracking functions are implemented on the iOS mobile platform. For the problem of traffic data acquisition and analysis, the dynamic computing method is used to process the performance in real time and calculate …

abstract aerial algorithm analysis arxiv behavior behavior analysis cs.cv data detection devices mobile mobile devices paper real-time tracking traffic type unmanned aerial vehicle urban video videos yolov8