In this work some algorithmic techniques of frequent use were developed in different processes carried out using digital image processing techniques. Previously said algorithms were verified using the matlab software, then once the validity and operation of said algorithms was verified; We proceeded to the implementation of a system of verification of parameters of quality of paint, sizing and forms in a sample of gears in real time. The System was implemented using the Visual C++ programming platform, due to its robustness.