Roboflow Annotation and PTZ Camera Installation Update March 2025

Mar 19, 2025

Roboflow Annotation and PTZ Camera Installation Update March 2025

It has been approximately two months since the initial design for coral lifeform segmentation was developed in Roboflow, along with trial modelling and image annotation.
A total of 18 classes or categories have been set, covering various coral lifeforms, dead coral with algae (DCA), other benthic categories, and structural frames. To date, 625 images have been annotated and validated by our marine biologist. By the end of March, we aim to complete 2,000 annotated images as our dataset and try to train the model using this dataset.
 
Furthermore, regarding the PTZ camera installation, the LPPM Unsoed team will travel to Bali in April to set up the equipment and oversee the system's deployment in Lombok.

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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.