With the continuous development of artificial intelligence technology, its application in the alarm field is becoming more and more extensive

In 2016, the Go game between the world champion Lee Sedol and the AlphaGo program attracted widespread attention. In the end, the AlphaGo program won. This milestone event also caused an uproar and shock around the world, and artificial intelligence technology has truly entered people. Vision, and gradually become a new technology engine that changes the production and life of mankind. The Chinese government has also attached great importance to artificial intelligence technology. In 2017, the State Council issued the "New Generation Artificial Intelligence Development Plan" document, marking that artificial intelligence technology has become the hottest new scientific research technology in my country. The alarm field is an industry that has evolved from modern information technology as its core. With the continuous development of modern science and technology, the development prospects of the alarm field have gradually expanded. The birth of artificial intelligence technology is also a technological change and development in the alarm field. Injecting new impetus, the alarm field urgently needs the support of artificial intelligence technology.

With the continuous development of artificial intelligence technology, its application in the alarm field is becoming more and more extensive

1. The application status of artificial intelligence technology in the field of alarm

From the analysis of the technical system in the alarm field, the application of artificial intelligence technology in the alarm field has the two characteristics of terminal cut-in and reverse advancement. This shows that artificial intelligence technology in the alarm field is gradually upgraded from the terminal as the starting point, and finally Extend to the entire technical system of the alarm field. In terms of video surveillance, artificial intelligence technology is the most cutting-edge application technology in video surveillance. The use of artificial intelligence technology can identify various situations in the alarm area and process them in two ways: the first processing method is to The urgency of the situation is identified. When the system recognizes an emergency situation, it can be intelligently alarmed by artificial intelligence technology without manually judging and distinguishing the situation. The second approach is to use artificial intelligence technology for background processing and evaluation in complex situations, and then take corresponding countermeasures.

Nowadays, the artificial intelligence technology of the first processing method is the most widely used in the alarm field, and has achieved very ideal application effects, while the second processing method is gradually being expanded. With the continuous improvement of security requirements in the alarm field, artificial intelligence technology has also been applied more deeply, and intelligent storage and intelligent thinking have been realized. Intelligent storage can collect and process the detected information, and store the processed data information. Intelligent thinking can make the stored data information explicit according to its internal laws and essential attributes. At the same time, the alarm field also makes full use of the depth perception and adaptability of artificial intelligence technology. With the help of artificial intelligence technology, a large amount of data information is collected, stored and analyzed, so as to obtain the environmental conditions of the monitored area over a period of time, and Summarize the development law of things, form an alarm monitoring system with strong applicability and applicability through in-depth quantitative analysis and perceptual judgment, and gradually self-improve the system in the continuous application process.

2. The impact and change of artificial intelligence technology on the alarm field

The emergence of artificial intelligence technology has brought new impetus to the technological change in the alarm field and has had a profound impact on the development of the alarm field. The so-called artificial intelligence is a discipline formed by computer simulation of human's intelligent behavior and part of the thinking process. Artificial intelligence technology is not only a comprehensive computer science, but also a comprehensive interdisciplinary subject of social science, computer science, and physiology. The impact of artificial intelligence technology on the alarm field and its technological changes are mainly concentrated on three levels, namely the hardware support layer, the algorithm analysis layer and the scene application layer.

1. Hardware support layer

For the hardware support layer, it is an important support for the normal operation of artificial intelligence algorithms, including various hardware devices, such as TPU, GPU, CPU, TPGA and other computing chips. These computing chips enable the widespread popularization and application of artificial intelligence algorithms. Especially in the view analysis and processing in the alarm field, GPU computing chips have become the mainstream computing chips in the alarm field. With the continuous improvement and improvement of GPU computing chip capabilities, the application effect of artificial intelligence algorithms in the alarm field has also been Will continue to improve.

2. Algorithm analysis layer

In artificial intelligence technology, the algorithm analysis layer is undoubtedly the key to the technology, and the performance of its algorithm has a direct impact on the application effect of artificial intelligence technology. In the alarm field, the performance and functions of artificial intelligence algorithms are continuously improved and improved, which can provide more training samples for the massive video image data in the alarm field, so that the alarm field can conduct more in-depth mining of video data and improve the video The value of data. It can be said that the development of artificial intelligence technology has promoted technological innovation in the field of alarm, and technological innovation in the field of alarm has promoted the development of artificial intelligence technology, thus forming a mutually promoting relationship between the two.

3. Scenario application layer

In artificial intelligence technology, the scene application layer integrates a variety of basic technologies. Its application in the alarm field enables it to realize the research and development of alarm products with the help of different application scenarios. This also enables artificial intelligence technology to provide more and different The users provide more diversified data analysis to help users use artificial intelligence technology to improve their management level and effectively meet the alarm monitoring needs of different users. The diversification of the scene application layer makes the alarm field pay more attention to the research and development of various alarm products, so that the alarm products can meet the application needs of different scenes, which undoubtedly promotes the technological innovation in the alarm field to a large extent.

Third, the application of artificial intelligence technology in the field of alarm is difficult

Although artificial intelligence technology has brought a far-reaching impact on the alarm field, and to a large extent promoted technological innovation in the field of alarm, there are many difficulties to be solved in the application of artificial intelligence technology in the field of alarm. These problems are mainly concentrated. In three aspects:

1. At this stage, the application of artificial intelligence technology in the alarm field has a single algorithm problem, which is also the biggest application problem of artificial intelligence technology. Existing artificial intelligence algorithms can only extract data such as people and cars from video images, but it is difficult to fully structure the video image data. This also makes the relevant personnel in the alarm field have to manually analyze a large amount of video content. To watch.

2. The limitation of different application scenarios in the alarm field greatly affects the application effect of artificial intelligence technology. In the alarm field, it is necessary to realize the monitoring and alarming of different application scenarios, while the artificial intelligence technology is based on video. However, in the video monitoring process, the image quality will be affected by external factors such as light and environment. In turn, problems such as occlusion, blurring, and too small pixels exist in the monitoring process, which undoubtedly have a great impact on the realization of the alarm function and the analysis of video content.

3. Artificial intelligence technology lacks data sharing applications in the alarm field. In the alarm field, it is often necessary to extract the data in the monitoring area, but these extracted data are relatively independent. Because the algorithms used in artificial intelligence technology are produced by different manufacturers, this also makes the algorithm when acquiring data The inability to share, thereby causing the problem of information islands, which also hinders the analysis of data in the alarm field.

Fourth, the application prospects and trends of artificial intelligence technology in the field of alarm

In the alarm field, artificial intelligence algorithms are currently the most widely used in video image monitoring, because most products in the alarm field are closely related to video images. But for the alarm field, its business is diversified, and the monitoring of video image information is only a small part of the alarm field, which also includes communication information, network information, and social information. In the near future, the alarm field will continue to extend the application of artificial intelligence technology based on video image information, so that artificial intelligence technology can better utilize its own advantages, thereby bringing more in-depth technological changes to the alarm field. And further promote the development of the alarm field.

Concluding remarks

All in all, with the continuous development of artificial intelligence technology, its application in the alarm field will no longer be limited to video image data collection and analysis, but will also be more widely used in communication and social information. In particular, the development of modern information technologies such as big data and cloud computing provides a new development path for the integration of artificial intelligence technology and other modern information technologies, which also makes its role in the alarm field increasingly prominent. It is believed that in the near future, the alarm field will open up a new blue ocean under the guidance of artificial intelligence technology.

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