The invention discloses an extended road condition detection method based on deep learning, and relates to the technical field of road detection. The method comprises the steps of S1, detection of a roadbed of a to-be-extended road, S2, detection of traffic flow of the to-be-extended road, S3, collection of road traffic management facilities, and S4, processing of road data information. According to the method, the soil and the roadbed of the to-be-extended road are detected through the steps S1 to S4, the property of the soil and the bearing capacity of the roadbed are analyzed, meanwhile, the traffic flow and traffic management facility information of the to-be-extended road are collected, and road condition data information of the road is obtained; meanwhile, deep learning is carried out on the obtained road condition data information through the deep learning network, various road extension systematic schemes are obtained, and the optimal systematic scheme is automatically matched, so that road condition information simulation calculation of the extended road is conveniently realized, and a precise scheme is provided for road extension.

    本发明公开一种基于深度学习的扩建道路路况检测方法,涉及道路检测技术领域;而本发明包括S1待扩建道路路基的检测、S2待扩建道路车流量的检测、S3道路交通管理设施的采集、S4道路数据信息的处理;本发明中,通过S1‑S4,对待扩建道路的土壤及路基进行检测,分析土壤的性质及路基的承载力,同时对待扩建道路的车流量大小、交通管理设施信息进行采集,获取道路路况数据信息,同时通过深度学习网络对获取的道路路况数据信息进行深度学习,得到多种道路扩展系统性方案,并自动匹配最优系统性方案,从而方便的实现了扩展后的道路的路况信息模拟计算,为道路的扩展提供精准的方案。


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    Title :

    Deep learning-based extended road condition detection method


    Additional title:

    一种基于深度学习的扩建道路路况检测方法


    Contributors:
    XIE LUFENG (author) / RUAN YI (author) / HE PIYUAN (author) / LI CHANGWEI (author) / ZHU LING (author) / LIU JUN (author) / LIU QIZHUO (author) / YU JUN (author) / ZHU FUJUN (author) / XIANG YANG (author)

    Publication date :

    2024-07-26


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G16C



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