"Industrial artificial intelligence is surging forward, and the consumer electronics industry will continue to advance rapidly in the future. Machine vision, as the pearl on the crown of industrial artificial intelligence, will greatly assist the consumer electronics industry in improving quality, increasing efficiency, reducing costs, and reducing inventory. It is the core infrastructure for achieving industrial interconnection and intelligent manufacturing transformation and upgrading."...

Since its inception, artificial intelligence has undergone multiple technological changes and large-scale commercialization, from early expert systems and machine learning to the ongoing popularity of deep learning and large models. With the rapid progress and continuous maturity of computing power, algorithms, and software platforms, industry has gradually become a key exploration direction of deep learning technology, and the application of industrial AI intelligent technology has emerged....

With the proposal of the "dual carbon" goal and the continuous expansion of application fields such as new energy vehicles and energy storage, power batteries, as the upstream industry and core components of new energy vehicles, are benefiting from the release of policy dividends in the production and sales of new energy vehicles and are experiencing rapid development....

From the perspective of the production and manufacturing process of lithium batteries, defects such as burrs, scratches, exposed foil, bubbles, wrinkles, dark spots, bright spots, and material dropout generated in various stages such as battery materials, battery cells, and PACK packaging will seriously affect the performance and quality of lithium battery products. Battery companies are more demanding on the accuracy, speed, image transmission, and defect analysis of production line processes. ...

The lighting system in machine vision systems is an extremely important part, and its quality directly affects the subsequent image processing. A good lighting system can reduce a lot of image processing work and improve the efficiency of the entire machine vision system. So what is lighting like? How to choose a suitable lighting system in a machine vision system?...