Abstract: In the context of scientific and technological progress, the "new refrigerator" products are changing with each passing day. New materials, new parts, new functions in the upper layer of the refrigerator, the traditional inspection method can not meet the needs of the new generation of refrigerator quality inspection. In order to meet the needs of refrigerator inspection, improve the efficiency of inspection, improve the quality of inspection, and reduce the pressure of inspection personnel, the technicians of refrigerator production line jointly researched a series of automatic, intelligent and integrated inspection schemes according to the quality inspection pain points and the performance and process characteristics of the "new" inspection requirements. Through the analysis and summary of these detection schemes, it can be seen that AI detection has been more and more applied in refrigerator detection. As AI inspection technology matures further, its use in refrigerator inspection will increase in breadth and depth.

Key words: AI detection, Human computer interaction, Refrigerator inspection, Ice tipper detection, Comprehensive testing