Datasets:
File size: 6,603 Bytes
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{
"@context": {
"@language": "en",
"@vocab": "https://schema.org/",
"citeAs": "cr:citeAs",
"column": "cr:column",
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"cr": "http://mlcommons.org/croissant/",
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"sc": "https://schema.org/"
},
"@type": "sc:Dataset",
"name": "FishNet2",
"description": "FishNet2 is a large-scale dataset for marine species recognition. It contains fish specimen images (at species level), bounding boxes, keypoint annotations, segmentation masks, and textual species descriptions.",
"conformsTo": "http://mlcommons.org/croissant/1.0",
"url": "https://huggingface.co/datasets/faixanKhan/FishNet2",
"version": "1.0.0",
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{
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{
"@type": "cr:FileSet",
"@id": "fs-specie-images",
"name": "Specie-level Images",
"description": "Folder of fish images organized by species",
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"includes": "specie_level.zip"
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{
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{
"@type": "cr:FileObject",
"@id": "fs-descriptions",
"name": "Species Descriptions",
"description": "JSON file containing descriptions for 35,133 species",
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"@id": "rs-despecies/species",
"name": "species",
"description": "Scientific name of the fish species",
"dataType": "sc:Text",
"source": {
"fileObject": { "@id": "fs-descriptions" },
"extract": { "jsonPath": "$.species" }
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{
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"description": "Textual description of the species",
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{
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"name": "Bounding Boxes",
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"name": "bbox_file",
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{
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"name": "Keypoint Annotations",
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"@id": "rs-keypoints/file",
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{
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"@id": "rs-masks",
"name": "Segmentation Masks",
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"description": "Path to a segmentation mask file",
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},
{
"@type": "cr:RecordSet",
"@id": "rs-specie-images",
"name": "Specimen Images",
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{
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"name": "image_file",
"description": "Path to a specimen-level image file",
"dataType": "sc:ImageObject",
"source": {
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"extract": { "column": "filename" }
}
},
{
"@type": "cr:Field",
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"name": "species_folder",
"description": "Species name (folder) containing the image",
"dataType": "sc:Text",
"source": {
"fileSet": { "@id": "fs-specie-images" },
"extract": { "column": "folder" }
}
}
]
}
]
} |