The invention discloses an early warning information generation method and device, a storage medium and an electronic device, and relates to the technical field of vehicle safety, and the early warning information generation method comprises the steps: obtaining current vehicle state information generated when a target object controls a target vehicle to run on a current road; the current vehicle state information is sent to the trained neural network model, a current state score output by the neural network model is obtained, and the current state score represents the probability that the target vehicle has a traffic accident; the neural network model is obtained by training by taking historical vehicle state information generated when the target object controls the target vehicle to run on the current road as an input sample and taking a historical state score of the target vehicle as an output sample; the early warning information corresponding to the current state score is generated according to the difference value between the current state score and the preset score, and by adopting the technical scheme, the technical problem of how to improve the accuracy of the early warning information generated in the vehicle driving process is solved.

    本申请公开了一种预警信息的生成方法、装置、存储介质及电子装置,涉及车辆安全技术领域,该预警信息的生成方法包括:获取目标对象在当前道路上控制目标车辆行驶时产生的当前车辆状态信息;将当前车辆状态信息发送至训练完成的神经网络模型,得到神经网络模型输出的当前状态分值,其中,当前状态分值表示目标车辆出现交通事故的概率,神经网络模型是以目标对象在当前道路上控制目标车辆行驶时产生的历史车辆状态信息为输入样本,以目标车辆的历史状态分值为输出样本进行训练得到的;根据当前状态分值与预设分值之间的差值生成当前状态分值对应的预警信息,采用上述技术方案,解决了如何提高在车辆行驶过程中生成的预警信息的准确性的技术问题。


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    Titel :

    Early warning information generation method and device, storage medium and electronic device


    Weitere Titelangaben:

    预警信息的生成方法、装置、存储介质及电子装置


    Beteiligte:
    LIN YINING (Autor:in) / YANG DECHENG (Autor:in)

    Erscheinungsdatum :

    16.07.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



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