Self-supervised Monocular Depth Estimation: Let's Talk About The Weather

Kieran Saunders, George Vogiatzis, Luis Manso

Current, self-supervised depth estimation architectures rely on clear and sunny weather scenes to train deep neural networks. However, in many locations, this assumption is too str…