traffic simulation

ControlMap: Controllable HD Map Generation Using Latent Diffusion for Traffic Simulation

Current autonomous driving simulation is limited by costly HD map creation. ControlMap presents a pipeline using latent diffusion and ControlNet to generate HD maps that follow specific road topologies and city styles. The model introduces novel metrics for adherence and similarity.