The invention relates to the technical field of vehicles, and discloses a driving style recognition model training method and device, a driving style recognition method and device, a medium and equipment. The method comprises the steps that a training data set is collected, the training data set comprises training data corresponding to a plurality of different driving styles, and the training data comprises vehicle state parameters, driver operation parameters, reference speed parameters and driving style labels; wherein the reference speed parameter corresponding to the driving style is obtained by converting scene information corresponding to a vehicle under the driving style; and performing model training based on the training data set, and taking the trained model as a driving style recognition model.

    本申请涉及车辆技术领域,公开了一种驾驶风格识别模型训练方法、驾驶风格识别方法、装置、介质和设备。方法部分包括:采集训练数据集,所述训练数据集包括多个不同驾驶风格分别对应的训练数据,所述训练数据包括车辆状态参数、驾驶员操作参数、基准速度参数和驾驶风格标签;其中,所述驾驶风格对应的基准速度参数,为所述驾驶风格下车辆对应的场景信息转换得到;基于所述训练数据集进行模型训练,并将训练结束的模型作为驾驶风格识别模型。


    Access

    Download


    Export, share and cite



    Title :

    Model training method and device, driving style identification method and device, equipment and medium


    Additional title:

    模型训练方法、驾驶风格识别方法、装置、设备及介质


    Contributors:
    LIU XUEWU (author) / WU XIAOJUN (author) / CHEN SONGBO (author) / XIONG JIE (author) / DENG YUNFEI (author)

    Publication date :

    2024-06-25


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    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



    Driving style recognition model training and driving style recognition method, device and equipment

    GAO ZETIAN / YU ZHAO / HAN YANDONG et al. | European Patent Office | 2024

    Free access

    Driving style identification method and device, equipment and storage medium

    FU ZHIXIANG / LI CHANG / SHI XUANXUAN et al. | European Patent Office | 2024

    Free access


    Vehicle driving style identification method and device, electronic equipment and storage medium

    LUAN XUE / HAN YANDONG / YU ZHAO et al. | European Patent Office | 2024

    Free access

    Driving style recognition method and device, model training method and device and computer equipment

    JU TING / TANG JIE / ZOU JUN et al. | European Patent Office | 2024

    Free access