Machine vision verification is a unique and super-efficient tool to ensure that barcodes on products meet consistent standards of quality to ensure readability during the automated process in an industrial production line. Also, machine vision identifies bad codes to evade costly failures. Here 1D barcodes represent the process of part identification and recognition, and 2D barcodes are read through a machine vision system (barcode verifiers) to identify the data matrix.