Deep Learning and the Oceans

We present a research vision for deep learning (DL) in the oceans, collating applications and use cases as well as identifying opportunities, constraints, and open research challenges. Integrating DL in underwater explorations can automate and scale up monitoring as well as highlight practical challenges in enabling underwater operations.