On September 27, 2022, Yunsai Space, Microsoft, Intel, JND Intelligent and Yunchuang Vision jointly created a "feast" on the development of Internet of Things technology, experts gathered to discuss the future of Internet of Things.

　　Since the birth of the Internet of Things and AI technology, it has presented a "dreamlike" visual feast for the world. In addition, in the field of enterprise operation and energy application, digital twin, model simulation, machine vision, artificial intelligence and other applications are inseparable from the support of the Internet of Things technology.

　　With the rapid development of AI, IoT, cloud computing, big data and other technologies, as well as the vertical industrial application in many industries, the integration of AI and IoT in actual projects has become more and more. AIoT is not only to realize the interconnection between devices and scenes, but also to realize the connection and data interconnection between things, people - things, things - people, people - things - services, as well as the ability of artificial intelligence technology to the Internet of things, so as to realize the mutual integration of everything. If the Internet of Things is to interconnect all ordinary objects that can perform independent functions and connect everything with the network, then AIoT is to give it more intelligent characteristics on this basis, so as to realize the true interconnection of everything.

　　The theme of the meeting was "The key to opening the door of Chinese-made batteries to the world", and Mr. Song from JND Intelligent explained in detail from five starting points: the world's batteries made in China, the urgency of battery appearance inspection, the challenge of factory digitization to AI, JND Intelligent AI products to help safe production, and the deployment of edge end to help IOT application. Through the mobile phone lithium battery appearance defect detection case, the paper makes a detailed introduction and analysis of JND Intelligent. At present, the key point of AI image processing is "clearly seen, accurately calculated and easy to deploy digitalization". In this speech, we would like to express our special thanks to Intel& Microsoft cloud-edge-end cloud industrial AI machine vision platform for its great support to JND’s appearance detection program.