The invention discloses a 5G-based intelligent park artificial intelligence parking management system comprising a server; the server is in communication connection with an access control module, a parking space recommendation module, a guiding module and a database, the parking space recommendation module is in communication connection with the guiding module, and the access control module is in communication connection with the database; a shared learning model is downloaded to a personal client, parking record data of a driver is acquired, and the shared learning model downloaded to the client is trained through the acquired parking record data, so that a personal parking model used in the personal client is a parking model most suitable for the individual of the driver; the training data corresponding to the improvement points are acquired, the acquired training data are marked as updated training data, the updated training data are sent to the cloud, and the shared learning model is trained and updated by using the updated training data sent to the cloud, so that the problem that the training of the neural network model needs a large amount of training data is solved.
本发明公开了一种基于5G的智慧园区人工智能停车管理系统,包括服务器,所述服务器通信连接有门禁模块、车位推荐模块引导模块和数据库,所述车位推荐模块与引导模块之间通信连接,所述门禁模块与数据库之间通信连接;通过将共享学习模型下载到个人客户端中,获取司机停车记录数据,通过获取到的停车记录数据对下载到客户端中的共享学习模型进行训练,使得个人客户端中使用的个人停车模型是最符合司机个人的停车模型;通过获取改进点对应的训练数据,将获取的训练数据标记为更新训练数据,将更新训练数据发送到云端,使用发送到云端的更新训练数据对共享学习模型进行训练更新,解决神经网络模型训练需要大量训练数据的问题。
5G-based intelligent park artificial intelligence parking management system
一种基于5G的智慧园区人工智能停车管理系统
2021-12-10
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze |
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