In May 2017, the first person in the world of Go, Ke Jie 0: 3 defeated the upgraded version of AlphaGo, announcing that artificial intelligence wins humanity in the high IQ game of Go. The commentator often said: “Before AlphaGo and Li Shishi played chess. At the time, the imitation of human traces is heavier. In the current version, it seems to have more ideas. 'After 5 months, AlphaGo Zero with the latest intensive learning technology won 100: 0, winning his previous generation AlphaGo. The so-called reinforcement learning technology is to abandon the learning of human chess, and iteratively derives self-wisdom by the basic rules of Go. The version of Zero on the name naming the birth of the new AI logic.
For AI, Go is a field with simple basic rules but complicated calculations. By pursuing maximum computing power through massive computing resources, an optimal solution can be obtained. However, in the security field, due to the fuzzification of input data, The uncertainty of the decision logic puts higher requirements on the AI algorithm. Due to the limitation of the project investment budget, it is difficult to establish the logic of the back-end computing power to solve the massive video data analysis. The industry has begun to consider the smart forward, through The front and back end combine to achieve a faster, more accurate, more cost-effective solution. Intel, NVIDIA, Heis have released their own smart chips, improve the intelligent terminal computing power and algorithms. Many experts in the industry also defined 2017 as 'AI chip first year'.
Huawei has established Noah's Ark Lab as early as 2012, with offices in Hong Kong, Shenzhen, Beijing, Montreal, Toronto, London, Paris and other cities. Noah's Ark Lab is committed to promoting technological innovation in the field of artificial intelligence. Development has attracted many high-level talents and experts in charge of computer vision core algorithms and platform design and development, and supported Huawei's products and services through artificial intelligence. Noah's Ark Lab and HiSilicon are strong. Together, the AI chip has also been pushed to a new level. The new artificial intelligence algorithm based on the Kirin series chip has been applied to Huawei's MATE10 series mobile phones, becoming the industry's first AI mobile phone. The related technology is being applied to Huawei's latest intelligence. In the camera.
The concept of AI cameras is not strictly defined. The industry has promoted cameras with behavior analysis, license plate recognition, and face capture capabilities as AI cameras. However, the author believes that only cameras with self-determination capabilities can be called AI cameras. With the gradual development of technology, AI cameras will gradually mature. Future AI cameras should be able to determine the environment in which they are located, flexibly adapt the environmental and functional requirements, and make independent judgments to assist the human brain in making action decisions.
When there are dangerous factors in the city, the AI camera should be able to determine the source of the danger at the first time and provide early warning to the law enforcement officers, and automatically link the peripheral equipment to multi-machine coordination to grasp the development in real time. When it is necessary to find a specific target The AI camera accurately analyzes similar targets in the field of view according to the instructions issued by the center, such as comparing the multi-dimensional features of the vehicle and the vehicle, and giving an accurate conclusion. Even when the scene changes, the AI camera should Can adjust independently, adjust imaging parameters and execute algorithm logic. These AI capabilities not only depend on the accuracy of the intelligent algorithm, but also require the camera to have a powerful AI chip, coupled with the powerful cloud computing system on the back end. Said, AI chip, algorithm and back-end system are all indispensable.
After the deep learning of artificial intelligence, the judgment of danger will respond quickly, which may have a great promotion effect on security and security.