Coral Bleaching Classification Computer Vision Project

kates AI project

Updated 7 months ago

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Classes (4)
bleached
healthy
mild-bleaching
relatively-unbleached

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Description

The purpose of this model is to determine whether a Galaxea fascicularis coral is bleached or not. The images in this dataset were captured with an Olympus 100 camera within a lightbox. The specific use case for this model is coral scientists, or aquarists, and others who are looking to assess the health of Galaxea corals. The model includes five classes that had domains of RGB colors. The classes included severely bleached, bleached, mild bleaching, relatively unbleached, and healthy in respect to the coloration of the corals. This model was created for a class assignment in AI and Natural History at St. Mary’s College of Maryland.

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LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            coral-bleaching-classification_dataset,
                            title = { Coral Bleaching Classification  Dataset },
                            type = { Open Source Dataset },
                            author = { kates AI project },
                            howpublished = { \url{ https://universe.roboflow.com/kates-ai-project/coral-bleaching-classification } },
                            url = { https://universe.roboflow.com/kates-ai-project/coral-bleaching-classification },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { apr },
                            note = { visited on 2024-11-21 },
                            }