The invention discloses a traffic big data management system based on the Internet, and the system comprises a depth feature extraction network module which is used for extracting the depth features of a vehicle image of a predetermined driving road section; the vehicle feature data model management module is used for associatively storing basic information of a preset sample vehicle and a depth feature vehicle target detection network of the vehicle image, and is used for detecting vehicles in the image data flow, obtaining vehicle flow information and segmenting a target area; and the network data processing module is used for obtaining the vehicle flow data in the current preset driving road section by comparing the depth features representing the vehicle images. According to the Internet-based traffic big data management system provided by the invention, the detected target area is matched with the depth features in the vehicle traffic flow feature database to perform vehicle traffic flow re-identification, so that the reasonable traffic flow entering the road section is calculated, and the occurrence probability of traffic jam is avoided.
本发明公开了一种基于互联网的交通大数据管理系统,包括:深度特征提取网络模块,用于提取预定行驶路段的车辆图像的深度特征;车辆特征数据模型管理模块,用于关联存储预设样本车辆的基础信息与所述车辆图像的深度特征车辆目标检测网络,用于检测图片数据流中的车辆,获得车辆车流信息,分割目标区域;网络数据处理模块,通过对比所述表示所述车辆图像的深度特征,获取当前预定行驶路段中所述车辆流量数据。该发明提供基于互联网的交通大数据管理系统,将检测出的目标区域与车辆车流特征数据库中的深度特征做匹配进行车辆车流重识别,从而推算出进入该路段合理车流量,从而规避交通堵塞的发生几率。
Internet-based traffic big data management system
一种基于互联网的交通大数据管理系统
2024-05-28
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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