The invention discloses a method and a system for generating road data based on AI multi-source data fusion. An AI model is generated based on road data, road information is extracted from multi-source data, the road data is generated through fusion calculation, and the data is continuously updated and the model is continuously optimized. Compared with the prior art, the system error can be effectively reduced by relying on the multi-source data, and the accuracy and reliability of the data are improved. Moreover, the road data system is not interfered by other people except for manual operation in the data acquisition and selection input stages, so that the labor cost is effectively reduced, and the influence of human factors on the data quality is reduced. In the aspect of data updating and maintenance, a crowdsourcing data source is introduced, and the effectiveness of road data is improved through extraction and fusion of crowdsourcing data information by a system.

    本发明公开一种基于AI多源数据融合生成道路数据的方法及系统,依托道路数据生成AI模型从多源数据中提取道路信息,通过融合计算生成道路数据并对不断地更新数据和优化模型。与现有技术相比,本发明依托多源数据能有效降低系统误差,提升数据的准确度和可靠性。并且道路数据系统除在数据采集和选择录入阶段有人工操作外,无其他人为干预,有效降低人工成本和减少人为因素对数据质量的影响。在数据的更新维护问题上,引入众包数据源,通过系统对众包数据信息的提取及融合,提升道路数据的实效性。


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    Title :

    Method and system for generating road data based on AI multi-source data fusion


    Additional title:

    一种基于AI多源数据融合生成道路数据的方法及系统


    Contributors:
    ZHAO XITING (author) / LUO GUAN (author) / XU XUEYONG (author) / WU DINGCHENG (author) / HUANG MENGXUE (author) / LIU YAQIAO (author) / JIANG LONG (author) / GAO LEILEI (author) / CHEN WEICAN (author) / YUAN CHUNQI (author) ... [more]

    Publication date :

    2025-05-16


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

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



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