The invention provides a parking space relation identification method and system, electronic equipment and a storage medium, and the method comprises the steps: extracting parking space data features which at least comprise a parking space main direction and a feature relation between parking spaces; obtaining an identified parking space relation table, performing feature marking on parking spaces according to the parking space relation table, and dividing a training set and a test set; establishing a first neural network model and a second neural network model, and performing training test on the two neural network models through the training set and the test set; the first neural network model is used for distinguishing an opposite/adjacent relationship between parking spaces and other relationships between the parking spaces, and the second neural network model is used for distinguishing an opposite relationship and an adjacent relationship; and performing parking space relation identification on the newly collected parking space data through the first neural network model and the second neural network model. Therefore, automatic identification of the parking space relation can be realized, manual participation is not needed, consumption of manpower and material resources is reduced, and the identification efficiency can be effectively improved.

    本发明提供一种车位关系识别方法、系统、电子设备及存储介质,该方法包括:提取车位数据特征,所述车位数据特征至少包括车位主方向、车位间特征关系;获取已标识的车位关系表,根据车位关系表对车位进行特征标记,并划分训练集和测试集;建立第一神经网络模型和第二神经网络模型,并通过训练集和测试集对两个神经网络模型分别进行训练测试;所述第一神经网络模型用于区分车位间对向/相邻关系和车位间其他关系,所述第二神经网络模型用于区分对向关系和相邻关系;通过第一神经网络模型和第二神经网络模型对新采集的车位数据进行车位关系识别。从而可以实现车位关系的自动化识别,无需人工参与,减少人力物力的耗费,能有效提高识别效率。


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    Title :

    Parking space relation identification method and system, electronic equipment and storage medium


    Additional title:

    一种车位关系识别方法、系统、电子设备及存储介质


    Contributors:
    QIN FENG (author) / WANG JUN (author) / YIN YUCHENG (author) / XIAO DEYU (author)

    Publication date :

    2022-03-01


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06K Erkennen von Daten , RECOGNITION OF DATA / 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