Louis Inchingolo

MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models

We tackle the problem of monocular 3D object detection across different sensors, environments, and camera setups. In this paper, we introduce a novel unsupervised domain adaptation approach, MonoCT, that generates highly accurate pseudo labels for self-supervision. Inspired by our observation that a