In recent years, the development speed of artificial intelligence has been astonishing. It has been increasingly used in security monitoring, industrial manufacturing, agriculture, education, finance, medical and other fields, and will continue to maintain a rapid development trend in the next few years. Improving the degree of automation, reducing manual intervention, and improving supervision efficiency through artificial intelligence technology have become the current industry development direction. Today I will take stock of some common AI algorithms and application scenarios under the current development trend of artificial intelligence.
1. Face detection
Face detection technology is a technology that detects and analyzes faces in images or videos to achieve face-related tasks. For example, the face detection technology of the TSINGSEE video intelligent analysis system can be applied in the field of security surveillance. By detecting faces on images captured by cameras in public places, commercial areas and other places, suspicious people can be discovered in time and public safety can be improved.
A richer application is that the face detection algorithm of the TSINGSEE video intelligent analysis system can extract faces and face-related features, such as gender, age, orientation, hats, glasses, etc. Searching this rich attribute information can help us easily find the target person, such as searching for pictures by face, controlling face, etc.
In addition, face detection technology is also common in video editing. By identifying faces in videos, it can realize functions such as face tracking, special effects processing, and face replacement, providing users with a richer video editing experience.
2. Human body detection
Human detection technology is also often used in video surveillance systems. By detecting pedestrians in real time, it can realize passenger flow monitoring and crowd monitoring in public places. When the flow of people in the screen exceeds the threshold, an alarm can be triggered. The human detection technology of TSINGSEE video intelligent analysis system can also be applied in the detection scenarios of on-duty and off-duty detection of personnel.
3. Behavior analysis
Human behavior analysis is also based on human body detection and can identify human body postures and movements, such as climbing, falling, fighting, smoking, playing with mobile phones, etc. In the safety production scenarios of enterprises, human behavior detection technology is also widely used. For example, on construction sites, behavior recognition can detect illegal and dangerous behaviors of construction workers, such as playing with mobile phones, smoking, climbing, fighting, etc. Once detected, , the TSINGSEE video intelligent analysis system can immediately send out an alarm message and take a snapshot.
4. Regional intrusion/perimeter intrusion/dangerous area intrusion
Based on the AI deep learning algorithm, if a human body is detected within the defined area, it is determined to be an intrusion event. TSINGSEE Qingxi Video AI video intelligent analysis system can conduct real-time monitoring of the set monitoring area. When an intrusion of a pedestrian is detected, an alarm will be issued immediately. It can be applied in dangerous water management, preventing people from approaching dangerous areas on construction sites, community prevention, and key areas. In scenarios such as perimeter protection of places.
In actual application scenarios, relying on the advanced video networking and cloud storage technology of EasyCVR, a comprehensive video surveillance management platform, the massive on-site video surveillance is networked, monitored uniformly, stored centrally, and operated and maintained to build a comprehensive visual monitoring platform for video networking; at the same time, With the help of the rich AI algorithm model of the AI intelligent video analysis system, intelligent perception and intelligent supervision of people, vehicles, objects, behaviors, etc. in and around the monitoring site can be carried out.
TSINGSEE Qingxi AI video intelligent analysis system has dozens of built-in algorithms, including face, human body, vehicle, license plate, behavior analysis, fireworks, intrusion, aggregation, scene detection, etc. It can be applied in community security, smart security surveillance, safety In scenarios such as production, general parks, smart food safety, smart urban management, and smart mines. Interested users can go to the demo platform for experience or deployment testing.
In the future, artificial intelligence technology will be more modular, and different algorithms and application scenarios can be combined and matched with each other to form more flexible and diverse application solutions to better meet the needs of different fields. Artificial intelligence technology will usher in the trend of becoming more intelligent, data-based, modular and open source. In the future, artificial intelligence technology will be closer to human needs and serve more fields.