The embodiment of the invention discloses a vehicle driving early warning method and device, equipment and a storage medium. According to the technical scheme provided by the embodiment of the invention, the method comprises the steps: carrying out the key region extraction regularization processing on the vehicle forward image shot by the vehicle forward camera to obtain the standard forward image, and then carrying out the feature recognition on the standard forward image according to the deep learning algorithm model to determine the tracking target; carrying out the target tracking and vehicle front driving early warning analysis on the tracking target, carrying out driving early warning based on a vehicle front driving early warning analysis result, and carrying out key area extraction regularization processing through a vehicle forward image in advance, so that the image specification of the standard forward image input into the deep learning algorithm model is matched with the image specification of the sample image, the target recognition accuracy is higher, the vehicle driving early warning effect is effectively improved, the training requirement for the deep learning algorithm model can be reduced, and the feature recognition requirement of more use scenes can be met.

    本申请实施例公开了一种车辆驾驶预警方法、装置、设备及存储介质。本申请实施例提供的技术方案通过对车辆前向摄像头拍摄得到的车辆前向图像进行重点区域提取各规整化处理,得到标准前向图像,然后依据深度学习算法模型对标准前向图像进行特征识别确定跟踪目标,再对跟踪目标进行目标跟踪以及车辆前方驾驶预警分析,并基于车辆前方驾驶预警分析结果进行驾驶预警,通过预先车辆前向图像进行重点区域提取各规整化处理,使得输入到深度学习算法模型的标准前向图像的图像规格与样本图像的图像规格相匹配,对目标识别的准确度更高,有效提高车辆驾驶预警效果,并可降低对深度学习算法模型的训练要求,满足更多使用场景的特征识别要求。


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    Title :

    Vehicle driving early warning method, device and equipment and storage medium


    Additional title:

    一种车辆驾驶预警方法、装置、设备及存储介质


    Contributors:
    LIU FENGLEI (author) / GAO ZHIGANG (author) / XING YINGBIAO (author)

    Publication date :

    2021-06-04


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein



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