The invention discloses an intelligent remote management system for mechanical equipment, and the system employs an artificial intelligence detection technology based on deep learning, so as to carry out the in-vehicle biological recognition through the processing and analysis of in-vehicle monitoring images and sound detection signals. Specifically, a channel attention thought is used for focusing content feature information on a channel in the in-vehicle monitoring image, a space attention thought is used for focusing sound signal feature information in the vehicle, and further effective identification of in-vehicle creatures is comprehensively carried out through fusion feature distribution information of the channel attention thought and the space attention thought. And furthermore, an acousto-optic early warning prompt is generated when living beings are stored in the vehicle. Through the mode, whether the organisms exist in the vehicle or not can be accurately recognized and judged, so that accidents caused by execution of an automatic vehicle locking instruction when the organisms exist in the vehicle are avoided, and the safety of remote control management of the vehicle is guaranteed.
本申请公开了一种机械设备的智能远程管理系统,其采用基于深度学习的人工智能检测技术,以通过对于车内监控图像和声音探测信号的处理分析来进行车内的生物识别。具体地,使用通道注意力思想来聚焦于所述车内监控图像中的通道上的内容特征信息,并使用空间注意力思想来聚焦于所述车内的声音信号特征信息,进一步以这两者的融合特征分布信息来综合进行车内生物的有效识别,进而在车内存有生物时生成声光预警提示。通过这样的方式,可以对于车内是否存在生物进行精准地识别判断,以避免在车内存在生物时执行自动锁车指令而发生意外,保证车辆远程控制管理的安全性。
Intelligent remote management system of mechanical equipment
机械设备的智能远程管理系统
2023-04-25
Patent
Electronic Resource
Chinese
IPC: | B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V |
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