The invention relates to a road network information identification method and device, a readable medium and electronic equipment. Target road network data corresponding to a target road network identification task can be acquired; determining a first recognition result corresponding to the target road network recognition task according to a target road network recognition model obtained through pre-training of the target road network data; wherein the target road network recognition model is a model obtained by performing knowledge distillation on a pre-trained first multi-task large model according to target training data; the target training data is training data corresponding to the target road network recognition task; the first multi-task large model corresponds to a plurality of preset tasks, and the target road network recognition task comprises any one of the preset tasks.

    本公开涉及一种路网信息识别方法、装置、可读介质及电子设备。可以获取目标路网识别任务对应的目标路网数据;根据所述目标路网数据通过预先训练得到的目标路网识别模型,确定所述目标路网识别任务对应的第一识别结果;其中,所述目标路网识别模型为根据目标训练数据,对预训练的第一多任务大模型进行知识蒸馏后得到的模型;所述目标训练数据为所述目标路网识别任务对应的训练数据;所述第一多任务大模型对应多个预设任务,所述目标路网识别任务包括任一所述预设任务。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Road network information identification method and device, readable medium and electronic equipment


    Weitere Titelangaben:

    路网信息识别方法、装置、可读介质及电子设备


    Beteiligte:
    XIAN JIEKENG (Autor:in)

    Erscheinungsdatum :

    2024-02-13


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / 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




    Road information acquisition method and device, electronic equipment and readable storage medium

    YANG DI / SUN WEILI | Europäisches Patentamt | 2020

    Freier Zugriff


    Road network monitoring method and device, electronic equipment and computer readable storage medium

    LIU GUOMING / ZHAO JIANHONG / CHEN ZHEN et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    Road information identification method and device, electronic equipment, vehicle and medium

    CHEN ZHE / WEN FENG / LIU ZHENBO | Europäisches Patentamt | 2023

    Freier Zugriff