| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "sc": "https://schema.org/", |
| "cr": "http://mlcommons.org/croissant/", |
| "dct": "http://purl.org/dc/terms/", |
| "conformsTo": "dct:conformsTo", |
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| "fileObject": "cr:fileObject", |
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| "@type": "@vocab" |
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| "extract": "cr:extract", |
| "column": "cr:column" |
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| "@type": "Dataset", |
| "@id": "https://huggingface.co/datasets/ReefNet/ReefNet-1.0", |
| "conformsTo": "http://mlcommons.org/croissant/1.0", |
| "name": "ReefNet-1.0", |
| "description": "The ReefNet dataset is a comprehensive, curated collection of annotated coral-reef images sourced from the CoralNet platform. It supports global coral-classification research with a unified label set and rich metadata.", |
| "license": "https://creativecommons.org/licenses/by-nc-sa/4.0/", |
| "url": "https://huggingface.co/datasets/ReefNet/ReefNet-1.0", |
| "version": "1.0", |
| "datePublished": "2025-05-13", |
| "citation": "Battach et al., ReefNet-1.0: A Global Dataset for Coral Image Classification (2025)", |
| "creator": [ |
| { |
| "@type": "Person", |
| "name": "Yahia Battach", |
| "email": "yahia.battach@kaust.edu.sa", |
| "affiliation": "KAUST" |
| }, |
| { |
| "@type": "Organization", |
| "name": "King Abdullah University of Science and Technology", |
| "url": "https://www.kaust.edu.sa/en" |
| } |
| ], |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "reefnet_annotations_csv", |
| "name": "All_ReefNet_annotations.csv", |
| "contentUrl": "https://huggingface.co/datasets/ReefNet/ReefNet-1.0/resolve/main/All_ReefNet_annotations.csv", |
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| "name": "ReefNet annotations", |
| "description": "Tabular annotations for each image and coral label.", |
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| "name": "CoralNet_source", |
| "description": "Source of the CoralNet image data", |
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| "source": { |
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| "column": "Image_name" |
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| { |
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| "@id": "reefnet_annotations/CoralNet_label", |
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| "description": "Original CoralNet label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
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| "extract": { |
| "column": "CoralNet_label" |
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| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/CoralNet_label_short_code", |
| "name": "CoralNet_label_short_code", |
| "description": "Abbreviated label from CoralNet", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "CoralNet_label_short_code" |
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| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Sorted_ReefNet_label", |
| "name": "Sorted_ReefNet_label", |
| "description": "Mapped ReefNet label", |
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| "source": { |
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| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Condition_indication", |
| "name": "Condition_indication", |
| "description": "Coral condition indication", |
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| "source": { |
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| "column": "Condition_indication" |
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| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Growthform", |
| "name": "Growthform", |
| "description": "Growth-form classification", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Growthform" |
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| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Branching_growthform_specification", |
| "name": "Branching_growthform_specification", |
| "description": "Detail on branching structure", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Branching_growthform_specification" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/AphiaID", |
| "name": "AphiaID", |
| "description": "WoRMS Aphia ID of taxon", |
| "dataType": "sc:Integer", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "AphiaID" |
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| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Taxonomic_rank_CoralNet_label", |
| "name": "Taxonomic_rank_CoralNet_label", |
| "description": "Taxonomic rank of CoralNet label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Taxonomic_rank_CoralNet_label" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Broad_category", |
| "name": "Broad_category", |
| "description": "Broad classification category", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Broad_category" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Train_or_Test", |
| "name": "Train_or_Test", |
| "description": "Split designation for training or testing", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
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| }, |
| "extract": { |
| "column": "Train_or_Test" |
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| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Latitude", |
| "name": "Latitude", |
| "description": "Latitude of image capture location", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
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| "extract": { |
| "column": "Latitude" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Longitude", |
| "name": "Longitude", |
| "description": "Longitude of image capture location", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Longitude" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Ecoregion", |
| "name": "Ecoregion", |
| "description": "Marine ecoregion", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Ecoregion" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Province", |
| "name": "Province", |
| "description": "Marine province", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Province" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Realm", |
| "name": "Realm", |
| "description": "Marine realm", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Realm" |
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| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Average_brightness_red", |
| "name": "Average_brightness_red", |
| "description": "Average red-channel brightness", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Average_brightness_red" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Average_brightness_green", |
| "name": "Average_brightness_green", |
| "description": "Average green-channel brightness", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Average_brightness_green" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Average_brightness_blue", |
| "name": "Average_brightness_blue", |
| "description": "Average blue-channel brightness", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Average_brightness_blue" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Resolution", |
| "name": "Resolution", |
| "description": "Image resolution", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Resolution" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Contributors", |
| "name": "Contributors", |
| "description": "People or groups who contributed annotations", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Contributors" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Affiliations", |
| "name": "Affiliations", |
| "description": "Affiliated institutions of contributors", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Affiliations" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Sourcelink", |
| "name": "Sourcelink", |
| "description": "URL to the CoralNet data source", |
| "dataType": "sc:URL", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
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| }, |
| { |
| "@type": "cr:Field", |
| "@id": "reefnet_annotations/Comments", |
| "name": "Comments", |
| "description": "Additional notes or comments", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "reefnet_annotations_csv" |
| }, |
| "extract": { |
| "column": "Comments" |
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| } |
| } |
| ] |
| } |
| ] |
| } |
