The invention provides a method for judging the response of personnel to the environment temperature in an automobile based on a convolutional neural network and adjusting a controlled air conditioner according to the response, and relates to the technical field of image recognition and the field of artificial intelligence, in particular to an intelligent automobile air conditioner control method based on the convolutional neural network. Comprising the following steps: calling an in-vehicle camera to take a picture to obtain a corresponding picture; carrying out pre-processing enhancement on the photo; importing the photo into a character recognition model for judgment, and importing the photo passing through the character recognition model into an expression judgment model adopting an S-ReLU (x) activation function; the expression judgment model carries out character recognition judgment on the input photo and outputs the response of the person in the photo to the environment temperature in the automobile; according to the automobile air conditioner control method and system, intelligent control over the air conditioner in the automobile is achieved by recognizing the facial expressions of people in the automobile.
本发明提供基于卷积神经网络判断人员对汽车内环境温度的反应,并以此对所控制空调进行调节的方法,涉及图像识别领域技术和人工智能领域,具体为一种基于卷积神经网络的智能汽车空调控制方法,包括:调用车内摄像头进行拍照得到相应照片;将所述照片进行预处理加强;将所述照片导入到人物识别模型中进行判断,将通过所述人物识别模型的照片导入采用S‑ReLU(x)激活函数的表情判断模型;所述表情判断模型对输入的照片进行人物识别判断,输出照片中人员对汽车内环境温度的反应;根据表情判断模型输出的识别结果对汽车空调进行调控,本发明通过对汽车内人员面部表情的识别,实现汽车内空调的智能调控。
Intelligent automobile air conditioner control method based on convolutional neural network
一种基于卷积神经网络的智能汽车空调控制方法
2024-01-23
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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06V |
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