Project Preparation

Dec 28, 2024

Project PreparationWe have prepared the underwater PTZ camera logistics for installation. The location has been determined. It is the plan to start installation in mid-January 2025. One challenge now is the extreme weather at the site. We are still waiting until the weather gets better.
 
The location is pointed by the green arrow, 125 m offshore.
The YOLO11 Algorithm has been trained for segmenting photogrammetry results
 
 Validation test using five underwater photo transect data as a foundation to build one for photogrammetry result
Accuracy metrics are shown below
 

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About This Project

Enhancing Coral Reef Restoration Assessment Using Machine Learning in Gili Asahan and Kecinan Bay, Lombok, Indonesia

Indonesia Biru Foundation

We hypothesize that near real-time monitoring using PTZ CCTV cameras and the YOLOv10 AI algorithm can effectively monitor coral reef restoration, reduce fieldwork, and enable rapid response to disturbances. Our primary focus is to determine if this technology can accurately assess reef health and growth and provide early warnings to stakeholders. We will also evaluate the effectiveness of UV light in monitoring coral spawning and the ability of AI models to track fish and classify coral cover.