The invention discloses a scene classification model training method and device, computer equipment and a storage medium, and relates to the technical field of intelligent cabin interaction, and the method comprises the steps: carrying out the frame extraction processing of historical video data, obtaining a continuous frame image, and carrying out the sliding window operation of the continuous frame image, and obtaining a plurality of frame groups; preprocessing each frame group to obtain each sample frame group; obtaining a wind direction scene label corresponding to each sample frame group; and performing model training based on each sample frame group and the wind direction scene label corresponding to each sample frame group to obtain a target scene classification model. Through the method, the target scene classification model is obtained through training, so that the video wind direction scene can be accurately recognized through the target scene classification model when the user watches the video, air supply of the air conditioner is controlled according to the video wind direction scene, and more immersive film watching experience is provided for the user.
本申请公开一种场景分类模型训练方法、装置、计算机设备和存储介质,涉及智能座舱交互技术领域,该方法包括:对历史视频数据进行抽帧处理,得到连续帧图像,并对连续帧图像进行滑窗操作,得到多个帧组;分别对每个帧组进行预处理,得到每个样本帧组;获取每个样本帧组各自对应的风向场景标签;基于每个样本帧组以及每个样本帧组各自对应的风向场景标签进行模型训练,得到目标场景分类模型。通过上述方法,训练得到目标场景分类模型,从而可以通过目标场景分类模型在用户观看视频时,准确识别出视频风向场景,并根据视频风向场景控制空调送风,为用户提供更加沉浸式的观影体验。
Scene classification model training method and device, computer equipment and storage medium
场景分类模型训练方法、装置、计算机设备和存储介质
2025-02-07
Patent
Electronic Resource
Chinese
IPC: | G06V / 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 / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen |
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