Item description:

    The detection of keyboard defects is a kind of complex and time-consuming work, of which the area of excessive printing, missing printing or surface stains should not exceed 0.4mm², the overall deviation is less than 0.5mm and the key angle deviation is less than 1 degree, showing a high detection scheme. The AI solution worked out by DSTEK based on the deep learning algorithm of Handdle AI achieves high accuracy, low miss rate and a 60% production efficiency increase.

  Defect types:

     Wrong key, inconsistent length and width, stepped key cap, blind line displacement, printing deviation, burr, bottom leakage, character defect, ghosting, ink spot, coating, etc.

                                                                                   Original picture                                                                                                                                                                                                      Detection picture

             Standardized software and hardware products + customized development             Image processing technology              Overall intelligent detection