This patente describes a system that allows the classification and quantification of imperfections produced in the car bodies metal plates as consequence of the automated stamping process. The invention consists of a motorized system to capture the images, an algorithm that extracts the geometric information from the obtained image and a classification system of the measured imperfections from these geometric parameters