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OceanSense: Coral Reef Monitoring Dataset
π Paper | π Project Page | πΎ Released Resources | π¦ 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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