The invention discloses a traffic road congestion prediction method and system based on artificial intelligence, relates to the field of traffic roads, and solves the problem that the current traffic road congestion prediction method is not suitable for the current situation, and the traffic road congestion prediction method specifically comprises the following steps: obtaining historical traffic data corresponding to a target traffic road; analyzing the historical traffic data of the target traffic road to obtain a historical congestion value of the target traffic road; constructing a left-turn speed model of a left-turn vehicle corresponding to the target traffic road according to the historical traffic data corresponding to the target traffic road; obtaining pedestrian crossing video data of the target traffic road, and analyzing the pedestrian crossing video data to obtain a comprehensive pedestrian congestion value of the target traffic road; and combining the historical congestion value of the target traffic road with the comprehensive pedestrian congestion value to obtain a road congestion level corresponding to the target traffic road. According to the invention, accurate prediction of the traffic road congestion condition is realized.
本发明公开了基于人工智能的交通道路拥堵预测方法及系统,涉及交通道路领域,解决当前交通道路拥堵预测方法无法适用于当前情况的问题,交通道路拥堵预测方法具体如下:获取目标交通道路对应的历史交通数据;对目标交通道路的历史交通数据进行分析,得到目标交通道路的历史拥堵值;依据目标交通道路对应的历史交通数据构建目标交通道路对应左转车辆的左转速度模型;获取目标交通道路的人行横道视频数据,并对人行横道视频数据进行分析,得到目标交通道路的综合行人拥堵值;结合目标交通道路的历史拥堵值与综合行人拥堵值得到目标交通道路对应的道路拥堵等级,本发明实现对交通道路拥堵情况的准确预测。
Traffic road congestion prediction method and system based on artificial intelligence
基于人工智能的交通道路拥堵预测方法及系统
2025-02-18
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES |
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