MarineDet: Towards Open-Marine Object Detection

Understand

Marine object detection has gained prominence in marine research, driven by the pressing need to unravel oceanic mysteries and enhance our understanding of invaluable marine ecosystems.

• There is a profound requirement to efficiently and accurately identify and localize diverse and unseen marine entities within underwater imagery.
• The open-marine object detection (OMOD for short) is required to detect diverse and unseen marine objects, performing categorization and localization simultaneously.
• To achieve OMOD, we present \textbf{MarineDet}.