The hybrid research vehicle AFM (AI For Mobility) is equipped with multiple camera sensors to sense the vehicles environment. A real time path detection is achieved using a neuronal network running on NVIDIA hardware. The information on the detected path and its boundaries can be provided to subsequent software modules such as motion planning and path following control.