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| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "sc": "https://schema.org/", |
| "ml": "http://mlcommons.org/schema/", |
| "cr": "http://mlcommons.org/croissant/", |
| "rai": "http://mlcommons.org/croissant/RAI/", |
| "dct": "http://purl.org/dc/terms/", |
| "citeAs": "cr:citeAs", |
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| "field": "cr:field", |
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| "isEnumeration": "cr:isEnumeration", |
| "isLivingDataset": "cr:isLivingDataset", |
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| "@type": "sc:Dataset", |
| "name": "SawitMVC", |
| "description": "SawitMVC is a multi-view oil palm fruit bunch detection and counting dataset. It contains 953 trees photographed from 4-8 camera sides, expert-annotated YOLO labels, and JSON ground truth for unique bunch deduplication across views. Classes B1-B4 represent ordinal maturity stages from ripe to very unripe.", |
| "url": "https://huggingface.co/datasets/ULM-DS-Lab/SawitMVC", |
| "version": "1.0.0", |
| "license": "https://creativecommons.org/licenses/by-nc/4.0/", |
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| "creator": [ |
| { |
| "@type": "sc:Person", |
| "name": "Fatma Indriani", |
| "honorificSuffix": "S.T., M.IT., Ph.D" |
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| "name": "Setyo Wahyu Saputro", |
| "honorificSuffix": "S.Kom., M.Kom" |
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| "name": "Muhammad Zainal Muttaqin", |
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| "name": "Alia Rahmi", |
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| "name": "Triando Hamonangan Saragih", |
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| "name": "Dwi Kartini", |
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| "name": "Naufal Said", |
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| "name": "ULM Data Science Lab", |
| "url": "https://fmipa.ulm.ac.id/ps/ilmu-komputer/" |
| } |
| ], |
| "keywords": [ |
| "oil palm", |
| "agriculture", |
| "object detection", |
| "multi-view", |
| "bunch counting", |
| "maturity classification", |
| "YOLO", |
| "deduplication", |
| "computer vision" |
| ], |
| "inLanguage": "en", |
| "distribution": [ |
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| "@type": "cr:FileObject", |
| "@id": "repo", |
| "name": "repo", |
| "description": "Hugging Face repository", |
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| "encodingFormat": "git+https", |
| "sha256": "https://github.com/mlcommons/croissant/issues/80" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "all-images", |
| "name": "all-images", |
| "description": "All 3992 images in flat structure (960x1280 JPEG). Split assignment (train/val/test) is recorded in each JSON ground truth file under the 'split' field.", |
| "containedIn": { |
| "@id": "repo" |
| }, |
| "encodingFormat": "image/jpeg", |
| "includes": "images/*.jpg" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "yolo-labels", |
| "name": "yolo-labels", |
| "description": "YOLO format annotation files (class_id cx cy w h, normalized)", |
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| }, |
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| "includes": "labels/**/*.txt" |
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| "name": "json-gt", |
| "description": "JSON ground truth files — unique bunch count per tree with cross-view deduplication (953 files)", |
| "containedIn": { |
| "@id": "repo" |
| }, |
| "encodingFormat": "application/json", |
| "includes": "json/*.json" |
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| "description": "Parquet summary of ground truth: tree_id, split, variety, total_unique_bunches, B1, B2, B3, B4", |
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| "@type": "cr:RecordSet", |
| "@id": "images", |
| "name": "images", |
| "description": "Multi-view oil palm images with metadata", |
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| { |
| "@type": "cr:Field", |
| "@id": "images/file_name", |
| "name": "file_name", |
| "description": "Image filename", |
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| }, |
| "extract": { |
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| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "images/tree_id", |
| "name": "tree_id", |
| "description": "Tree identifier, e.g. DAMIMAS_A21B_0001", |
| "dataType": "sc:Text" |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "images/side", |
| "name": "side", |
| "description": "Camera side index (1-8)", |
| "dataType": "sc:Integer" |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "images/split", |
| "name": "split", |
| "description": "Dataset split: train/val/test", |
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| } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "@id": "ground_truth", |
| "name": "ground_truth", |
| "description": "Per-tree unique bunch count ground truth", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "gt/tree_id", |
| "name": "tree_id", |
| "dataType": "sc:Text", |
| "source": { |
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| }, |
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| "column": "tree_id" |
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| } |
| }, |
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| "extract": { |
| "column": "split" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/variety", |
| "name": "variety", |
| "description": "Palm variety or plantation domain (DAMIMAS or LONSUM)", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "gt-parquet" |
| }, |
| "extract": { |
| "column": "variety" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/num_sides", |
| "name": "num_sides", |
| "description": "Number of camera sides (4 or 8)", |
| "dataType": "sc:Integer", |
| "source": { |
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| "@id": "gt-parquet" |
| }, |
| "extract": { |
| "column": "num_sides" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/total_unique_bunches", |
| "name": "total_unique_bunches", |
| "description": "Ground truth unique bunch count per tree", |
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| }, |
| "extract": { |
| "column": "total_unique_bunches" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/B1", |
| "name": "B1", |
| "description": "Unique B1 bunches (ripe, most mature)", |
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| }, |
| "extract": { |
| "column": "B1" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/B2", |
| "name": "B2", |
| "description": "Unique B2 bunches (transition stage)", |
| "dataType": "sc:Integer", |
| "source": { |
| "fileObject": { |
| "@id": "gt-parquet" |
| }, |
| "extract": { |
| "column": "B2" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/B3", |
| "name": "B3", |
| "description": "Unique B3 bunches (unripe, black)", |
| "dataType": "sc:Integer", |
| "source": { |
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| }, |
| "extract": { |
| "column": "B3" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/B4", |
| "name": "B4", |
| "description": "Unique B4 bunches (very unripe, least mature)", |
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| "column": "B4" |
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| } |
| }, |
| { |
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| "name": "total_detections", |
| "description": "Naive sum of all detections across sides (overcounts)", |
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| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "gt/duplicates_linked", |
| "name": "duplicates_linked", |
| "description": "Number of cross-view duplicate links identified by annotators", |
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| ] |
| } |
|
|
