Dynamic Traffic Management System

K. Rekha, S. M, Tanmayee M D, S. B
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Abstract

Traffic and Congestion has become inevitable nowadays. The metropolitan cities end up being gridlocked due to the increasing traffic congestion. The conventional traffic management system is unable to control this increasing traffic faced by people in day-to-day life. So, we have proposed a Dynamic Traffic Management System that takes lively captured image frames as input and analyse the traffic at real time. The captured images are collected from the cameras that are placed at the traffic junctions and is processed through image processing. The output is going to be efficient time slots for signals. This methodology involves a real time object detection algorithm called, You Only Look Once (YOLO). This reduces the waiting time and help reduce fuel consumption. The proposed system records the traffic volume on different roads and allocates time using cameras and image processing modules.
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动态交通管理系统
如今交通和拥堵已不可避免。由于日益严重的交通堵塞,大城市最终陷入了交通堵塞。传统的交通管理系统已经无法控制人们在日常生活中所面临的日益增长的交通。因此,我们提出了一种动态交通管理系统,以实时采集的图像帧为输入,对交通进行实时分析。捕获的图像从放置在交通路口的摄像机中收集,并通过图像处理进行处理。输出将是信号的有效时隙。这种方法涉及一种称为“你只看一次”(YOLO)的实时目标检测算法。这减少了等待时间,并有助于减少燃料消耗。该系统利用摄像头和图像处理模块记录不同道路上的交通量并分配时间。
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