End-to-End Autonomous Driving without Costly Modularization and 3D Manual Annotation

Mingzhe Guo, Zhipeng Zhang, Yuan He +2

We propose UAD, a method for vision-based end-to-end autonomous driving (E2EAD), achieving the best open-loop evaluation performance in nuScenes, meanwhile showing robust closed-lo…