The invention relates to a vehicle driving safety monitoring method and device, computer equipment, a computer readable storage medium and a computer program product. The method comprises the steps that in the vehicle driving process, a driver driving image collected by a driver camera and a vehicle exterior environment image collected by a four-direction image camera are obtained; processing the driver driving image based on a frame regression model, a class prediction model and a point regression model in sequence to obtain a current driving state of the driver; processing the vehicle exterior environment image based on the feature extraction model and the target detection model to obtain the current driving state of the vehicle; and based on the current driving state and the current driving state, monitoring the safety of the vehicle in the driving process. According to the method provided by the invention, the environment condition outside the vehicle and the driving state of the driver can be monitored in real time, so that the safety in the vehicle driving process is ensured.
本申请涉及一种车辆行驶安全性监测方法、装置、计算机设备、计算机可读存储介质和计算机程序产品。所述方法包括:在车辆行驶的过程中,获取驾驶员摄像头采集的驾驶员驾驶图像和四方位影像摄像头采集的车外环境图像;依次基于框回归模型、类预测模型、以及点回归模型对驾驶员驾驶图像进行处理,得到驾驶员的当前驾驶状态;基于特征提取模型和目标检测模型对车外环境图像进行处理,得到车辆的当前行驶状态;基于当前驾驶状态和当前行驶状态,对车辆行驶过程中的安全性进行监测。本申请提供的方法,能够实时监测车外的环境情况和驾驶员的驾驶状态,从而保证车辆行驶过程中的安全性。
Vehicle driving safety monitoring method and device, computer equipment, readable storage medium and program product
车辆行驶安全性监测方法、装置、计算机设备、可读存储介质和程序产品
2024-08-23
Patent
Electronic Resource
Chinese
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