The invention provides a vehicle air conditioner parameter determination method and device, equipment and a storage medium. The method comprises the steps that a first image of a passenger in a vehicle and temperature data collected by a vehicle sensor are obtained; inputting the first image into a YOLOv5s target detection model of which the backbone network is a ShuffleNetV2 network to obtain attribute category information and clothing category information of passengers in the vehicle; and the attribute category information, the clothing category information and the temperature data are input into a target air conditioner parameter prediction model, target setting parameters of the air conditioner are obtained, and the current parameters of the air conditioner are adjusted based on the target setting parameters. The ShuffleNetV2 network is a lightweight network, so that the ShuffleNetV2 network is used as a backbone network of the YOLOv5s target detection model, the accurate speed of vehicle passenger feature recognition can be improved, the accuracy and the real-time performance of air conditioner parameter setting can be improved when air conditioner parameter prediction is performed based on a target detection result of the YOLOv5s target detection model subsequently, and the accuracy and the real-time performance of vehicle passenger feature recognition can be improved. And the thermal comfort of the vehicle passenger compartment is improved.

    本申请提供一种车辆空调参数的确定方法、装置、设备和存储介质,该方法包括:获取车辆内乘员的第一图像和车辆传感器采集的温度数据;将第一图像输入至主干网络为ShuffleNetV2网络的YOLOv5s目标检测模型,得到车辆内乘员的属性类别信息和服装类别信息;将属性类别信息、服装类别信息和温度数据输入至目标空调参数预测模型,得到空调的目标设置参数,以基于目标设置参数对空调的当前参数进行调节。由于ShuffleNetV2网络为轻量级的网络,因此,将ShuffleNetV2网络作为YOLOv5s目标检测模型的主干网络,可以提高车辆乘员特征识别的准确的速度,使得后续在基于YOLOv5s目标检测模型的目标检测结果进行空调参数预测时,可以提高空调参数设置的准确性和实时性,提升车辆乘员舱的热舒适性。


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    Title :

    Vehicle air conditioner parameter determination method and device, equipment and storage medium


    Additional title:

    一种车辆空调参数的确定方法、装置、设备和存储介质


    Contributors:
    WANG XIAOWEN (author) / CHEN XINGFU (author) / GAO YAN (author)

    Publication date :

    2025-03-21


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60H ARRANGEMENTS OR ADAPTATIONS OF HEATING, COOLING, VENTILATING, OR OTHER AIR-TREATING DEVICES SPECIALLY FOR PASSENGER OR GOODS SPACES OF VEHICLES , Anordnung oder Einbau der Heizung, Kühlung, Lüftung oder anderer Luftbehandlungsvorrichtungen für die Fahrzeugräume für Reisende oder Fracht



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