Christian Löwens

PseudoMapTrainer: Learning Online Mapping without HD Maps

Online mapping models show remarkable results in predicting vectorized maps from multi-view camera images only. However, all existing approaches still rely on ground-truth high-definition maps during training, which are expensive to obtain and often not geographically diverse enough for reliable gen…