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"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....

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. ...