Memory cards are ubiquitous components found in a wide range of electronic devices, from smartphones to digital cameras. Ensuring the consistent quality and appearance of these cards is crucial to maintaining product reliability and customer satisfaction. This case study record parts of the automated machine vision inspection process for memory…