Author: Zen and the Art of Computer Programming
In recent years, with the emergence of new products such as drones and robots, more and more people have begun to turn their attention to the security field. Although technologies such as intelligent buildings, the Internet of Things, and drones have emerged and risen rapidly in a short period of time, due to the continuous acceleration of technological development, there are some shortcomings in terms of security. Therefore, it is necessary to upgrade and improve the existing intelligent security system to enhance its security and flexibility. This article will analyze and summarize the pain points and bottlenecks in the current intelligent security system from the perspective of "based on face recognition technology". Then, combined with the existing technology and the development of artificial intelligence, a feasible solution is put forward, including the selection of smart cameras, the improvement of face recognition algorithms, the optimization of video surveillance processing algorithms, the expansion of scene coverage, the customized development of networked management platforms, etc. Finally, through field deployment, the implementation effect based on the above scheme will be demonstrated, and future prospects will be proposed.
An intelligent security system based on face recognition technology usually consists of multiple modules, including camera module, cloud database module, face recognition module, image recognition module, anomaly detection module, behavior analysis module, signal transmission module, remote control module, wiring modules and more. In order to improve the security of the system, it is necessary to optimize the system modules and functions. And these optimizations often involve a series of related work, such as camera selection, face recognition algorithm optimization, image recognition module improvement, remote control module design, network management platform custom development and so on. Therefore, this article will discuss this problem domain, and strive to provide detailed and comprehensive solutions.
2. Explanation of basic concepts and terms
2.1 Overview of Intelligent Security System
What is a smart security system? It is a security system that can automatically monitor, identify, warn, deal with and block malicious attacks and threats. Its characteristics are mainly reflected in the following aspects:
- Monitoring: The intelligent security system can monitor residents, workplaces, production facilities and other places where threats may occur in real time, and form alarm information by obtaining information and analyzing it.
- Recognition: The intelligent security system can obtain picture or sound data through cameras, sound sensors, etc., and identify people, scenes, targets, areas, etc.
- Call the police