The invention provides a vehicle-mounted city management event intelligent detection device and system, a detection device body comprises a UPS power supply, an outer cover, a camera and a communication module, the detection system comprises three independent operation subsystems of event detection, event reporting and position updating, and the detection system improves a city management event intelligent detection algorithm based on deep learning. And repeated events are not reported. The Ups power supply, the edge computing equipment, the camera, the GPS, the 4g communication equipment and the Bluetooth wifi equipment are organically combined together, and the equipment can be controlled, operated and maintained by adopting a mobile phone APP, so that all operations can be carried out on the urban management monitoring vehicle by only one driver, the working efficiency is improved, and the cost is reduced. And meanwhile, a byterack tracking algorithm is added to an urban management event detection algorithm based on deep learning and is improved, so that a mechanism for judging new events and repeated events in continuous multi-frame images is realized, and the problem of repeated reporting of detection events is solved.
本发明提供一种车载城管事件智能检测设备与系统,检测设备本体包括UPS电源、外罩、摄像头和通讯模块,检测系统包括事件检测、事件上报、位置更新三个独立运行的子系统,且检测系统改进基于深度学习的城管事件智能检测算法,对于重复的事件不予上报。本发明将ups电源、边缘计算设备、摄像头、GPS、4g通讯设备、蓝牙wifi设备有机组合在一起,可以采用手机APP对该设备进行操控与运维,因此城管监测车上只需司机一个人就可进行所有操作,提高了工作效率,同时在基于深度学习的城管事件检测算法上加入bytetrack跟踪算法并加以改进,从而实现在连续多帧影像中对于新事件与重复事件的判断机制,解决了检测事件的重复上报问题。
Vehicle-mounted urban management event intelligent detection device and system
一种车载城管事件智能检测设备与系统
2024-10-25
Patent
Electronic Resource
Chinese
IPC: | H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06V / H04M TELEPHONIC COMMUNICATION , Fernsprechverkehr |
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