DNN Based Object Classification on TySOM Kit Object detection by a Neural Network is a hot topic nowadays in many fields such as automotive or industrial. Accurate and fast detection and classification is required. These requirements can be fulfilled with system based on FPGA accellerated SoC chips such as Xilinx Zynq. In this presentation we will demonstrate how to utilze Aldec TySOM board for object detection and recognition application.