|
|
{ |
|
|
"@context": { |
|
|
"@language": "en", |
|
|
"@vocab": "https://schema.org/", |
|
|
"citeAs": "cr:citeAs", |
|
|
"column": "cr:column", |
|
|
"conformsTo": "dct:conformsTo", |
|
|
"cr": "http://mlcommons.org/croissant/", |
|
|
"rai": "http://mlcommons.org/croissant/RAI/", |
|
|
"data": { |
|
|
"@id": "cr:data", |
|
|
"@type": "@json" |
|
|
}, |
|
|
"dataType": { |
|
|
"@id": "cr:dataType", |
|
|
"@type": "@vocab" |
|
|
}, |
|
|
"dct": "http://purl.org/dc/terms/", |
|
|
"examples": { |
|
|
"@id": "cr:examples", |
|
|
"@type": "@json" |
|
|
}, |
|
|
"extract": "cr:extract", |
|
|
"field": "cr:field", |
|
|
"fileObject": "cr:fileObject", |
|
|
"fileSet": "cr:fileSet", |
|
|
"format": "cr:format", |
|
|
"includes": "cr:includes", |
|
|
"isLiveDataset": "cr:isLiveDataset", |
|
|
"jsonPath": "cr:jsonPath", |
|
|
"key": "cr:key", |
|
|
"md5": "cr:md5", |
|
|
"parentField": "cr:parentField", |
|
|
"path": "cr:path", |
|
|
"recordSet": "cr:recordSet", |
|
|
"references": "cr:references", |
|
|
"separator": "cr:separator", |
|
|
"source": "cr:source", |
|
|
"subField": "cr:subField", |
|
|
"transform": "cr:transform", |
|
|
"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", |
|
|
"distribution": [ |
|
|
{ |
|
|
"@type": "cr:FileObject", |
|
|
"@id": "hf-repo", |
|
|
"name": "HF Repository", |
|
|
"description": "FishNet2 dataset repository on Hugging Face", |
|
|
"contentUrl": "https://huggingface.co/datasets/faixanKhan/FishNet2", |
|
|
"encodingFormat": "git+https", |
|
|
"md5": "main" |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:FileSet", |
|
|
"@id": "fs-specie-images", |
|
|
"name": "Specie-level Images", |
|
|
"description": "Folder of fish images organized by species", |
|
|
"containedIn": { "@id": "hf-repo" }, |
|
|
"encodingFormat": "application/zip", |
|
|
"includes": "specie_level.zip" |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:FileSet", |
|
|
"@id": "fs-bboxes", |
|
|
"name": "Bounding-Box Annotations", |
|
|
"description": "Per-image bounding box annotation files", |
|
|
"containedIn": { "@id": "hf-repo" }, |
|
|
"encodingFormat": "application/zip", |
|
|
"includes": "bounding_boxes.zip" |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:FileSet", |
|
|
"@id": "fs-keypoints", |
|
|
"name": "Keypoint Annotations", |
|
|
"description": "Per-image fish keypoint annotation files", |
|
|
"containedIn": { "@id": "hf-repo" }, |
|
|
"encodingFormat": "application/zip", |
|
|
"includes": "kp_annotations.zip" |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:FileSet", |
|
|
"@id": "fs-masks", |
|
|
"name": "Segmentation Masks", |
|
|
"description": "Per-image segmentation mask files", |
|
|
"containedIn": { "@id": "hf-repo" }, |
|
|
"encodingFormat": "application/zip", |
|
|
"includes": "masks.zip" |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:FileObject", |
|
|
"@id": "fs-descriptions", |
|
|
"name": "Species Descriptions", |
|
|
"description": "JSON file containing descriptions for 35,133 species", |
|
|
"containedIn": { "@id": "hf-repo" }, |
|
|
"contentUrl": "https://huggingface.co/datasets/faixanKhan/FishNet2/resolve/main/descriptions.json", |
|
|
"encodingFormat": "application/json" |
|
|
} |
|
|
], |
|
|
"recordSet": [ |
|
|
{ |
|
|
"@type": "cr:RecordSet", |
|
|
"@id": "rs-descriptions", |
|
|
"name": "Species Descriptions", |
|
|
"field": [ |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-despecies/species", |
|
|
"name": "species", |
|
|
"description": "Scientific name of the fish species", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileObject": { "@id": "fs-descriptions" }, |
|
|
"extract": { "jsonPath": "$.species" } |
|
|
} |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-despecies/description", |
|
|
"name": "description", |
|
|
"description": "Textual description of the species", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileObject": { "@id": "fs-descriptions" }, |
|
|
"extract": { "jsonPath": "$.description" } |
|
|
} |
|
|
} |
|
|
] |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:RecordSet", |
|
|
"@id": "rs-bboxes", |
|
|
"name": "Bounding Boxes", |
|
|
"field": [ |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-bboxes/file", |
|
|
"name": "bbox_file", |
|
|
"description": "Path to a bounding-box annotation file for an image", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileSet": { "@id": "fs-bboxes" }, |
|
|
"extract": { "column": "filename" } |
|
|
} |
|
|
} |
|
|
] |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:RecordSet", |
|
|
"@id": "rs-keypoints", |
|
|
"name": "Keypoint Annotations", |
|
|
"field": [ |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-keypoints/file", |
|
|
"name": "kp_file", |
|
|
"description": "Path to a keypoint annotation file", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileSet": { "@id": "fs-keypoints" }, |
|
|
"extract": { "column": "filename" } |
|
|
} |
|
|
} |
|
|
] |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:RecordSet", |
|
|
"@id": "rs-masks", |
|
|
"name": "Segmentation Masks", |
|
|
"field": [ |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-masks/file", |
|
|
"name": "mask_file", |
|
|
"description": "Path to a segmentation mask file", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileSet": { "@id": "fs-masks" }, |
|
|
"extract": { "column": "filename" } |
|
|
} |
|
|
} |
|
|
] |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:RecordSet", |
|
|
"@id": "rs-specie-images", |
|
|
"name": "Specimen Images", |
|
|
"field": [ |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-specie-images/file", |
|
|
"name": "image_file", |
|
|
"description": "Path to a specimen-level image file", |
|
|
"dataType": "sc:ImageObject", |
|
|
"source": { |
|
|
"fileSet": { "@id": "fs-specie-images" }, |
|
|
"extract": { "column": "filename" } |
|
|
} |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "rs-specie-images/species", |
|
|
"name": "species_folder", |
|
|
"description": "Species name (folder) containing the image", |
|
|
"dataType": "sc:Text", |
|
|
"source": { |
|
|
"fileSet": { "@id": "fs-specie-images" }, |
|
|
"extract": { "column": "folder" } |
|
|
} |
|
|
} |
|
|
] |
|
|
} |
|
|
] |
|
|
} |
