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OceanSense: Coral Reef Monitoring Dataset

πŸ“‘ Paper | 🌐 Project Page | πŸ’Ύ Released Resources | πŸ“¦ Repo

We release the raw coral reef imagery data for our OceanSense project, adapted from the original NOAA Coral Reef Watch dataset.

The data format for each sample in coral_reef_v1.jsonl is as follows:

{
  "image_id": <unique identifier for the coral image>,
  "location": <GPS coordinates of the reef>,
  "reef_type": <classification of coral type>,
  "health_status": <coral bleaching level>,
  "annotations": [
    {
      "species": <coral species identified>,
      "confidence": <model confidence score>
    },
    ...
  ],
  "source": <origin of the raw imagery>,
  "capture_date": <date of image capture>,
  "meta": <additional metadata>
}

Some annotations may be incomplete due to image quality constraints during underwater capture.

*Note: This dataset is derived from NOAA's publicly available coral monitoring data with additional processing.

License

The license for this dataset is CC0-1.0.

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