Leveraging deep learning and early sensor fusion to see the world in full 3D and at long ranges. Our state-of-the-art perception system provides the Aurora Driver with unparalleled situational awareness, made possible through our innovative approach to the integration of advanced deep learning and probabilistic state estimation.