Localization at sea using a 360 camera and deep learning for horizon matching.In the active case, the vehicle pose needs to be estimated in real-time, which is achieved by online learning of vision-based regression. To achieve this, problem knowledge and suitable visual representations are combined using machine learning.
Application scenario within WASP where the developed code has been used for people tracking: