This project aimed at the assembly and assessment of a prototype based on methodology developed by Embrapa Instrumentation for Brazil nut decortication. To have a nut processing line complete, it is necessary to develop a multiparameter classification methodology to classify nuts and kernels, thereby increasing the efficiency of the process.