解决方案
 
Soft-packed Lithium Battery Appearance Defect Detection

 Project description:

   For defects such as damage and scratches on the surface of aluminum skin of soft-packed lithium batteries, which are similar to dust and scurf, there are many types of defects and complex defect morphology features. The requirements for detection and judgment standards of various types of defects are different. Traditional image processing can not accurately grasp the position and range of defects.



  Defect types:


         bubble,Scratches,damage, etc.





                                             

                                                                           Original   picture                                                                                                                                                             Detection   picture



                                                   

                                                                         


      Product standardization, and freely built threshold                   Miss rate ≤ 0.1%