Heuros is a natual-inspired system of 3D visual object recognition and scene understanding. The project’s primary aim is to achieve high as possible recognition quality, but it is also intended to be time-efficient. For this reason, most of the demanding processing is done on GPU using CUDA technology. The infrastructure of Heuros is based on ROS packages and communication methods.