The invention belongs to the technical field of traffic speed limiting, and provides a traffic road speed limiting method, device and equipment and a readable storage medium, and the method comprises the steps: obtaining an image set; marking each image in the image set to form a training sample; improving a Yolov8 model, and training the Yolov8 model by using the training sample after improvement to obtain a trained model; inputting a to-be-detected image into the trained model to obtain the category of a target object in the to-be-detected image; obtaining current GPS road speed limit information; and determining final speed limit information according to the category of the target object in the to-be-detected image and the current GPS road speed limit information, and prompting a user to limit the speed by using the final speed limit information. According to the invention, an improved network based on YOLOV8 is utilized, road GPS information is combined, road speed limit information is detected in real time, and the road speed limit information is provided for an auxiliary driving system.

    本发明属于交通限速技术领域,提供了一种交通道路限速方法、装置、设备及可读存储介质,所述方法包括:获取图像集;对所述图像集中的每一张图像进行标注,形成训练样本;对Yolov8模型进行改进,改进后利用所述训练样本对其进行训练,得到训练好的模型;将待检测图像输入所述训练好的模型中,得到待检测图像中目标对象的类别;获取当前的GPS道路限速信息;根据待检测图像中目标对象的类别和当前的GPS道路限速信息确定最终的限速信息,利用最终的限速信息提示用户限速。本发明利用一个基于YOLOV8的改进网络,结合道路GPS信息,实时检测道路限速信息,为辅助驾驶系统提供了道路限速信息。


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    Title :

    Traffic road speed limiting method, device and equipment and readable storage medium


    Additional title:

    一种交通道路限速方法、装置、设备及可读存储介质


    Contributors:
    LI SHIPENG (author) / ZHAO HONGJIE (author) / DONG BING (author)

    Publication date :

    2024-03-15


    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



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