As urbanization continues, more people are choosing to live, work and play in cities. Faced with rapidly growing populations and increasingly complex urban environments, many cities are beginning to explore the construction of smart cities. The core of smart city is to apply modern information technology in city management in order to improve the level of urban services and resource utilization efficiency. And artificial intelligence computer vision technology is an essential and important part of the smart city construction.
Computer vision technology has a wide range of applications, which can cover from face recognition, vehicle management, environmental monitoring to logistics operations and other aspects. In the construction of smart cities, artificial intelligence computer vision technology is mainly applied in the following aspects.
I. Intelligent traffic management
Transportation is an important foundation for urban development. Intelligent traffic management system uses computer vision technology to realize real-time monitoring and management of traffic conditions. For example, traffic light control at traffic intersections can be controlled by cameras and algorithms, intelligently regulating according to road conditions, traffic flow and vehicle types. At the same time, the intelligent monitoring system can also automatically recognize license plates and detect violations, providing city management with basic data for decision-making and improvement.
Two, intelligent environmental monitoring
Urban environmental monitoring is an important part of the smart city construction. Through computer vision technology, intelligent monitoring and management of the urban environment can be carried out to realize real-time monitoring of the atmospheric environment, noise, water quality, pollution sources and so on. For example, the intelligent monitoring system can give early warnings and suggestions through the automatic detection of tiny particles in the air, reminding the public to take appropriate protective measures to avoid the health hazards caused by air pollution.
Three, intelligent security monitoring
Urban security is one of the most concerned issues. Intelligent security monitoring system through computer vision technology to achieve security monitoring and management of the urban environment, transportation and public **** places and other areas. For example, through face recognition technology, the intelligent surveillance system can quickly identify people in the security blacklist and provide real-time warning and control measures.
For the key application of computer vision technology in the construction of smart cities, relevant institutions and organizations have specifically introduced certification policies for professionals.
AI Artificial Intelligence Computer Vision Technology Professional Certificate Certification Enrollment Guide
1.Certificate Background:
In order to further implement the "Opinions on Deepening the Reform of Talent Development Mechanisms" issued by the central government and "On the Fourteenth Five-Year Plan for the Development of the Digital Economy" issued by the State Council. Economic Development Plan" and other related work, in-depth implementation of the strategy of strengthening the country with talents and the innovation-driven development strategy, strengthening the construction of the national digital talent team, and continuing to promote the training and evaluation of the capabilities of AI professionals, the Ministry of Industry and Information Technology's Institute of Electronic Industry Standardization took the lead in the development of SJ/T11805-2022, "Artificial Intelligence Practitioner Competency Requirements", which was released and put into effect on July 1, 2022, with the release of the "Artificial Intelligence Competency Requirements". July 1, 2022 was released and implemented. Based on the standard, the Electronic Industry Standardization Research Institute of the Ministry of Industry and Information Technology has developed a training program for AI professionals in conjunction with industry enterprises and institutions, and will hold the following two certificate training arrangements in Beijing:
"Computer Vision Processing Design and Development Engineer" January 24-28-Beijing
2. Ministry of Industry and Information Technology, Institute of Electronic Industry Standardization
3. Training Objects:
Computer Vision Design Engineer: Professionals engaged in the demand analysis, model construction and validation of computer vision application scenarios, the realization of the corresponding computer vision product design, delivery, and operation and maintenance, and the design, optimization, operation and maintenance, management, and application of artificial intelligence systems.
Three, the teaching mode: theoretical learning + practical
The training is completed by the professional department organized by the end of the final exam.
Fourth, the training teacher:
Beijing Institute of Technology teacher, Ph. Currently, he is mainly engaged in research on machine learning, data mining and distributed systems.
V. Training Certificate:
Trainees who pass the final exam of this training will be awarded the "Artificial Intelligence Professional" (Intermediate) certification issued by the Electronic Industry Standardization Institute of the Ministry of Industry and Information Technology.