About UMOD-H

What is UMOD-H?

The Unified Marine Object Detection Hierarchy (UMOD-H) is a structured taxonomy designed to classify and organize marine objects—both natural and artificial. It provides a standardized framework for underwater object detection, recognition, and categorization, supporting research, environmental monitoring, and autonomous systems.

Why UMOD-H?

Marine environments are complex and diverse. UMOD-H aims to unify classification standards, enabling interoperability between datasets, algorithms, and research projects. By providing a clear hierarchy, we help improve machine learning models, facilitate collaboration, and accelerate innovation in marine technology.

The Team Behind UMOD-H

UMOD-H is developed by a multidisciplinary team of researchers, engineers, and marine scientists committed to advancing underwater object detection. Our goal is to create an open and collaborative platform for sharing knowledge and improving marine data systems.

Future Directions

We plan to expand UMOD-H with additional categories, integrate real-time data sources, and provide APIs for seamless integration with AI models and marine robotics systems.