Recently, the AI chatbot ChatGPT has become popular across the Internet. ChatGPT has a strong information integration ability, natural language processing ability. It was said that "It knows not only astronomy and geography", but also can chat according to the requirements, writing papers, poetry, even the generation of game script, program code and so on.
In fact, long before ChatGPT, artificial intelligence (AI) had already penetrated into every aspect of our lives. Since the 21st century, with the rapid development of big data and depth of neural network technology, artificial intelligence in speech analysis, computer vision and natural language processing, and applied to wisdom city, wisdom family and industrial manufacturing areas, is gradually changing the operation mode of society and people's lifestyle.
Embedded itself is a general term for technology, it is the application as the center, based on computer technology, software and hardware can be cut, adapt to the application system of function, reliability, cost, volume, power consumption and other strict requirements of the special computer system.
Simply speaking, like we use a mobile phone, there are various functions of tailoring, for example,battery removable, low energy consumption, etc., this is the application of embedded, like mobile phone, mobile phone is the application of embedded technology, each node of intelligent household is embedded technology, may home air conditioning, washing machine, television, microwave oven are embedded technology, they collectively referred to as intelligent devices, the so-called intelligent device belongs to the category of artificial intelligence.
The so-called embedded artificial intelligence means that devices do not need to conduct large-scale computing through the cloud data center to realize artificial intelligence, but in local computing, which can do real-time environment perception, human-computer interaction and decision control without being connected to the Internet.
-
The relationship between AI and embedded intelligence
AI can't be embedded. In other words, AI is the combination of the rapid development of embedded with the Internet of Things.
In the era of object networking, the company will collect a lot of data, such as a regional people sleep time habits, eat time habits, like to eat what kind of food, all will be uploaded to the cloud, people can further analysis at this time. This is the formation of the big data, with the big data, can let the robot have decision judgment, even have their own character, the field of artificial intelligence covers many disciplines and application.
It can be said that embedded opened the process of artificial intelligence, everything we do is the things of AI. The ultimate goal of artificial intelligence is to realize the replacement of human intelligence. Thinking is the independent thinking of the brain, and behavior is the interaction between individuals and the objective world.
Nowadays, most artificial intelligence belongs to the former (thinking), and siri and AlphaGo are typical representatives. To achieve the behavior of AI, we must use embedded systems, which is now called strong AI and weak AI.
Artificial intelligence is the basic technical resource, which changes people's thinking and lifestyle, and has the great potential to change the society. From the larger pattern, the era of everything is coming. In the future, it will progress from "equipment-centered" to "user-centered" and "data-centered".
Combining embedded and AI has great potential in industry vertical applications, and the embedded AI market has great potential in industry verticals such as retail, transportation and automation, manufacturing and agriculture.
The main driver of the market is the increasing number of applications of embedded AI technology in a variety of end-user verticals, especially the improvement of end-consumer services. Of course, the embedded AI market is also driven by the improvement of IT infrastructure and the popularity of smart phones and smart wearable devices.
In a word, the development of artificial intelligence is based on the embedded technology, which broke through the early communication speed problem, generated the Internet of everything, big and data through the Internet of everything. Through big data analysis, devices can have the ability of machine learning.