The artificial intelligence market has great potential in vertical fields such as retail, transportation and automation, manufacturing and agriculture. The main factor driving the market is the increasing application of artificial intelligence technology in various vertical fields of end users, especially improving the service to end consumers.
2. Growth of health care industry
Machine learning and big data are both key factors to master the vast amount of potential medical data. The system based on artificial intelligence can also help the hospital to improve the operation process and data management. In view of the frequent mistakes made by health care professionals when reading dose instructions or diagnostic data, the intelligent AI system has the functions of image recognition and optical character recognition, and can check all data twice to reduce the frequency of such errors.
The introduction of artificial intelligence into the health care industry has maintained a high growth rate from 20 16 to 2022, and it is estimated that the compound annual growth rate will reach 52.68% from 667 1 10,000 dollars in 20 16 to 7,988.8 million dollars in 2022.
The key to 3.3. AI chip lies in the successful integration of software and hardware.
The core of AI chip is semiconductor and algorithm. The key to the success of the combination of software and hardware lies in advanced packaging technology. Generally speaking, GPU is faster than FPGA, but FPGA is better than GPU in efficiency, so the choice of AI hardware depends on the needs of product suppliers.
4. Autonomous learning is the goal
The AI "brain" becomes smarter in stages, from machine learning to deep learning to autonomous learning. First of all, it is to build an AI platform for autonomous machines; It is also necessary to provide a virtual environment for autonomous machines to learn independently, which must conform to the laws of physics and have the same collision, pressure and effect as the real world; Then put the "brain" of AI into the framework of autonomous machine; Finally, the virtual world portal (VR) is established.
A combination of 5.5. CPU and GPU
CPU is a super-performance processor, which can be used in various devices and any scene, so it is necessary to combine CPU and GPU (or other processors) to achieve the most perfect architecture. Provide more algorithms for developers.
6.AR and AI*** advance and retreat
AR has become the eye of AI, and the two complement each other and are indispensable. The virtual world created for robot learning is itself virtual reality. Also, if people want to enter the virtual environment to train robots, they need more other technologies.
Nowadays, AI-based development has become the mainstream. Various enterprises are not only keen on improving existing processes, but also can see the potential growth points that AI brings to them. This is why CIOs should pay attention to the strategic significance of AI and its space for innovation and development.