The customer of this project is a well- known domestic wireless communicationequipment provider. In the deviceproduction process, the quality andefficiency of appearance inspection arerequired to be high, and the manpower inputis large, so it is urgent to replace manpowerwith automated equipment. The inspectionsub-categories required by the projectinclude moon glue offset, crush injury,broken, foreign body, wrinkled, 2D codeoffset, 2D code missing, 2D code printingdefect, etc.
Solutions and application effects
Using modules such as Akusense AIVS classification, segmentation, and QR coderecognition to create Al appearance defect detection automation equipment, whichprovides OK/NG material differentiation, 14 categories of fine defect detection for NGmaterials and 6 categories of sub-assembly trays, etc., to comprehensively improveproduction line inspection efficiency and provide data for manufacturing process analysis