The article published in the Traffic Technology International shows details about smartmicro radar sensors regarding object classification. Currently the classification of objects, along with sensor fusion, are hot topics for most automotive sensor suppliers, whose goal is to make fully automated driving a reality. Performance levels of object classification can be achieved with the help of Artificial Intelligence (AI) implemented in Deep Neural Networks (DNN).