Coral Reef Bleaching Object Detection Dataset and Pre-Trained Model by Sabrina

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Explore Dataset

Here are a few use cases for this project:

Coral Reef Conservation: Researchers and marine biologists can use the "Coral Reef Bleaching" model to monitor and assess the health of coral reefs, allowing them to track the impact of various environmental factors on reef health and implement conservation measures to prevent further damage.
Early Warning System: The model can be used to develop an early warning system for areas with coral reefs, alerting authorities and environmental organizations when bleaching events are detected, and enabling quick responses to mitigate the effects of such events.
Tourism Impact Assessment: By using the "Coral Reef Bleaching" model to analyze changes in coral reef health, authorities and tourism operators can study the impact of tourism on coral reefs, and take necessary steps to reduce negative effects while promoting sustainable activities.
Educational Purpose: The model can be utilized in educational content, documentaries, and virtual reality experiences to raise awareness about the importance of coral reefs, the threat of bleaching, and the need for preservation efforts among students and the general public.
Climate Change Research: The "Coral Reef Bleaching" model can serve as an important tool for climate change researchers in understanding the effects of global warming on coral reefs, and as a source of data when modeling expected changes in reef ecosystems under various climate change scenarios.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv5

This project has a YOLOv5 model checkpoint available for inference with Roboflow Deploy. YOLOv5 is a proven and tested, production ready, state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            coral-reef-bleaching_dataset,
                            title = { Coral Reef Bleaching Dataset },
                            type = { Open Source Dataset },
                            author = { Sabrina },
                            howpublished = { \url{ https://universe.roboflow.com/sabrina-eiiwb/coral-reef-bleaching } },
                            url = { https://universe.roboflow.com/sabrina-eiiwb/coral-reef-bleaching },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-19 },
                            }