MapDreamer: Aerial Imagery Conditioned Latent Diffusion for Lane-Level Map Generation

Julian Brandes, Philipp Crocoll, Wolfram Burgard

High definition map generation is essential for autonomous driving, yet remains a labor-intensive process at scale. We present MapDreamer, a generative diffusion model that synthes…