The invention provides a vehicle air conditioner control method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a sample frame data set and a to-be-processed video frame data set, enabling the sample frame data set to pass through a feature enhancement network, a channel attention network, a bidirectional recurrent neural network and a full connection layer, and determining a classification feature vector data set; and training an air volume classification model according to the classification feature vector data set to obtain a trained air volume classification model, inputting the to-be-processed video frame data set into the trained air volume classification model to obtain air volume category information, and adjusting the air volume of the vehicle air conditioner according to the air volume category information. According to the method, saliency features are mined through the feature enhancement network and the channel attention network, the air volume classification accuracy is improved, the bidirectional recurrent neural network is introduced, the semantic correlation of feature information in the time dimension is improved, subtle correlation feature perception of images is achieved, air volume recognition errors are avoided, and the accuracy of air volume classification is improved. And the linkage control accuracy of the air conditioner and the immersive film watching experience are improved.
本发明提供了一种车辆空调控制方法、装置、电子设备及存储介质,通过获取样本帧数据集和待处理视频帧数据集,将样本帧数据集通过特征加强网络、通道注意力网络、双向循环神经网络和全连接层确定分类特征向量数据集,并根据分类特征向量数据集对风量分类模型进行训练,得到训练后风量分类模型,将待处理视频帧数据集输入训练后风量分类模型,得到风量类别信息,以根据风量类别信息对车辆空调进行风量调节;本方法通过特征加强网络和通道注意力网络挖掘显著性特征,提升风量分类准确性,引入双向循环神经网络,提升了特征信息在时间维度上的语义相关性,实现对画面的细微关联特征感知,避免风量识别失误,提升空调联动控制准确度和沉浸式观影体验。
Vehicle air conditioner control method and device, electronic equipment and storage medium
一种车辆空调控制方法、装置、电子设备及存储介质
2024-08-02
Patent
Electronic Resource
Chinese
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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