Bringing AI to Radar: A Deep Dive Into Neural Networks for Perception

Radar data is inherently rich, offering detailed information about the environment, but traditional algorithms struggle to unlock its full potential. Learn how AI provides the ideal solution for radar perception, leveraging radar's unique velocity data to enhance perception accuracy. We'll also discuss radar-only freespace estimation made possible through on-the-fly ground truth data generation, driven by SLAM and Bayesian algorithms, exploiting the temporal nature of driving data.