The invention discloses an abnormal parking identification method based on an artificial intelligence algorithm model, and relates to the field of artificial intelligence, the method comprises the steps: collecting parking field data through a 360-degree high-definition camera, an image sensor and a geomagnetic sensor, carrying out the denoising, conversion and enhancement of the parking field data through a GPU server, carrying out the feature extraction and cross-modal fusion, and carrying out the recognition of abnormal parking. An abnormal parking recognition algorithm model is constructed through a real-time stream processing engine, parameter optimization and training are carried out, abnormal parking events, timestamps, position information, image features and geomagnetic features are stored through a Snowflake cloud data warehouse, so that quick response to similar situations is facilitated, and finally abnormal parking is responded and managed. According to the invention, accurate identification and timely response of abnormal parking behaviors can be realized through the artificial intelligence algorithm model, and the automation degree and the intelligence degree are high.

    本发明公开了一种基于人工智能算法模型的异常停车识别方法,涉及人工智能领域,首先通过360°高清摄像机、图像传感器和地磁传感器采集停车现场数据,然后通过GPU服务器对停车现场数据进行去噪、转换和增强,然后特征提取和跨模态融合,然后通过实时流处理引擎构建异常停车识别算法模型,并进行参数调优和训练,并通过Snowflake云端数据仓库对异常停车事件、时间戳、位置信息、图像特征和地磁特征进行储存,以便相似情况发生的快速响应,最后对异常停车进行响应和管理;本发明能够通过人工智能算法模型实现对异常停车行为的准确识别和及时响应,自动化、智能化程度高。


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    Title :

    Abnormal parking identification method based on artificial intelligence algorithm model


    Additional title:

    基于人工智能算法模型的异常停车识别方法


    Contributors:
    XU FANGYONG (author) / ZHU JIANFENG (author) / XU CHAO (author)

    Publication date :

    2024-01-26


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



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