The invention provides a traffic accident alarm method based on machine learning, which belongs to the field of traffic transportation, and comprises the following steps: arranging intelligent data acquisition equipment at accident-prone places such as crossroads and curves, and deploying edge calculation processing modules in the areas. And in combination with the road information, the road condition data and the historical accident data of the place, identifying the occurred traffic safety accident by using a deep learning technology. According to the invention, the system achieves the purpose of finding road traffic safety accidents in time through a cloud server, and carries out the linkage with a traffic accident processing center, so as to achieve the purposes of rapid processing and reduction of casualties and property loss.

    本发明提供一种基于机器学习的交通事故告警方法,属于交通运输领域,本发明通过在事故多发点,如十字路口、弯道等事故多发地点设置智能数据采集设备,同时在该区域部署边缘计算处理模块。结合该地点的道路信息、路况数据以及历史事故数据,利用深度学习技术,识别已经发生的交通安全事故。将识别后的信息上传到云服务端,实现及时发现道路交通安全事故的目的,同时与交通事故处理中心进行联动,以实现快速处理,减少人员伤亡和财产损失的目的。


    Access

    Download


    Export, share and cite



    Title :

    Traffic accident alarm method based on machine learning


    Additional title:

    一种基于机器学习的交通事故告警方法


    Contributors:

    Publication date :

    2023-06-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme



    Traffic accident alarm system and method

    XU KAITING / LI HONG / PU XIAOFEI et al. | European Patent Office | 2023

    Free access

    Expressway traffic accident alarm device and alarm method

    LI JIE / WANG FUHAI / WANG FENGCHUN et al. | European Patent Office | 2024

    Free access

    Traffic accident alarm system and automatic alarm method thereof

    HAN JINGFENG / YANG TUCHAO | European Patent Office | 2020

    Free access


    TRAFFIC ACCIDENT ALARM SYSTEM AND METHOD USING DRONE

    KIM SEUNG IL / KIM TAE SOO / CHO YONG SUNG | European Patent Office | 2022

    Free access