As a new generationAIThe core carrier of edge computing solution, intelligent video management application system，We are redefining the efficiency boundary between urban governance and industrial management. In the face of massive video data and complex scene requirements, the system utilizes“Cloud edge end“Collaborative architecture builds an intelligent closed loop, achieving a complete chain from perception to decision-making while ensuring data security.

At the device management level, the system breaks through the bottleneck of heterogeneous compatibility technology and incorporates traditional security cameras, industrial sensors, environmental monitoring devices, and other devices into a unified management matrix.Intelligent Gateway The introduction of has made real-time monitoring of device status and remote operation and maintenance possible, effectively solving the problem of scattered devices and fragmented management. In a smart park project, the system was successfully integrated87%The existing equipment has saved over ten million yuan in renovation costs, with remarkable results.

The algorithm center is the core of the system，The algorithm center adopts a modular design concept, with built-intwo hundredMultiple scenario based algorithm packages covering safety production, traffic management, environmental monitoring, etctwentymanyA vertical domain.throughtooOTARemote iterative upgrade of algorithm models through technological implementation, with a single algorithm update taking time，From traditionseventy-twoShorten hours tofifteenminute. In a hazardous chemical storage scenario, the system improves the accuracy of identifying safety hazards by combining flame recognition, leak detection, and personnel protective equipment recognition algorithms99.3%This provides a solid guarantee for warehouse safety.

The real-time analysis engine adopts a lightweight neural network architecture, with excellent edge video parsing capabilities and the ability to process videos per secondone hundred and twentyFrame video data. The alarm center reduces invalid alarms through multi-level filtering and correlation analysis82%，Simultaneously establish a three-dimensional spatiotemporal analysis model to support multi-dimensional historical alarm tracing.

The data visualization platform utilizes dynamic rendering technology to support real-time refreshing of 100000 level data points. Through tools such as heat maps, trajectory tracking, and situational inference, dispersed warning information is transformed into intuitive decision-making basis. Provide standardization for northbound interfacesdata busWith the government platformERPSeamless integration between the system and emergency command platform, daily averageAPICall volume reachesthree hundredTen thousand times. A certain manufacturing enterprise connects its production management system through an interface to achieve correlation analysis between safety violations and production pace, resulting in an increase in yield ratetwo point threeOne percentage point.

The system has been widely used in urban governance, industrial Internet, smart energy and other fields,comprehensiveReduce operation and maintenance costs on average45%Improve the efficiency of incident handling3-8Twice. Its value lies not only in technological innovation, but also in building a sustainable intelligent ecosystem. By continuously evolving algorithms and open compatible architectures, we provide a solid foundation for digital transformation in various industries.