Datasets:
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json
Languages:
English
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Tags:
visual-grounding
referring-expression-comprehension
referring-expression-segmentation
agriculture
benchmark
sample
License:
Add AgroVG sample dataset
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .DS_Store +0 -0
- CITATION.cff +17 -0
- LICENSE +396 -0
- NOTICE +18 -0
- README.md +102 -0
- croissant.json +1255 -0
- sample_manifest.json +992 -0
- sample_stats.json +200 -0
- source_licenses.json +213 -0
- t1/.DS_Store +0 -0
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- t1/annotations/dev.jsonl +0 -0
- t1/annotations/policy.json +10 -0
- t1/annotations/sample_policy.json +10 -0
- t1/annotations/test.jsonl +0 -0
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- t1/images/ip102_detection/ipd_IP102003092.png +3 -0
- t1/images/minneapple/ma_test_segmentation_dataset2_front_210.png +3 -0
- t1/images/minneapple/ma_test_segmentation_dataset3_front_120.png +3 -0
- t1/images/minneapple/ma_test_segmentation_dataset3_front_1260.png +3 -0
- t1/images/minneapple/ma_test_segmentation_dataset3_front_810.png +3 -0
.DS_Store
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CITATION.cff
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cff-version: 1.2.0
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message: "If you use AgroVG, please cite the accompanying paper and dataset release."
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title: "AgroVG: A Large-Scale Multi-Domain Benchmark for Agricultural Visual Grounding"
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type: dataset
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authors:
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- name: "Anonymous Authors"
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year: 2026
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version: "0.1.0-review"
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abstract: "AgroVG is a benchmark for agricultural visual grounding, including box-set grounding (T1) and query-level mask grounding (T2)."
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license: "CC-BY-4.0"
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url: "https://huggingface.co/datasets/sauryrs/AgroVG"
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keywords:
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- visual grounding
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- referring expression comprehension
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- referring expression segmentation
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- agriculture
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- benchmark
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LICENSE
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|
NOTICE
ADDED
|
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|
| 1 |
+
AgroVG Dataset Notice
|
| 2 |
+
=====================
|
| 3 |
+
|
| 4 |
+
This repository packages AgroVG, a benchmark for agricultural visual grounding.
|
| 5 |
+
|
| 6 |
+
AgroVG-specific annotations, referring-expression queries, audit metadata, split metadata, and derived benchmark metadata are released under Creative Commons Attribution 4.0 International (CC BY 4.0), as provided in LICENSE.
|
| 7 |
+
|
| 8 |
+
Images and source-derived annotations retain the licenses, terms, and redistribution permissions of their original source datasets. The file source_licenses.json lists each normalized source key, the task(s) in which it is used, source URLs, citations, license summaries, and release notes.
|
| 9 |
+
|
| 10 |
+
This review release is hosted at:
|
| 11 |
+
|
| 12 |
+
https://huggingface.co/datasets/sauryrs/AgroVG
|
| 13 |
+
|
| 14 |
+
The release is prepared for anonymous NeurIPS 2026 review. Non-public permission correspondence is retained by the authors and is not included in this anonymized package.
|
| 15 |
+
|
| 16 |
+
After review, CITATION.cff should be updated with final author names, venue information, DOI, and any permanent archival identifier.
|
| 17 |
+
|
| 18 |
+
This anonymized review package intentionally omits author names, emails, institutions, local file-system paths, and internal review-sheet files.
|
README.md
ADDED
|
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|
|
| 1 |
+
---
|
| 2 |
+
pretty_name: AgroVG-Sample
|
| 3 |
+
license: other
|
| 4 |
+
task_categories:
|
| 5 |
+
- object-detection
|
| 6 |
+
- image-segmentation
|
| 7 |
+
tags:
|
| 8 |
+
- visual-grounding
|
| 9 |
+
- referring-expression-comprehension
|
| 10 |
+
- referring-expression-segmentation
|
| 11 |
+
- agriculture
|
| 12 |
+
- benchmark
|
| 13 |
+
- sample
|
| 14 |
+
- mlcroissant
|
| 15 |
+
size_categories:
|
| 16 |
+
- n<1K
|
| 17 |
+
language:
|
| 18 |
+
- en
|
| 19 |
+
configs:
|
| 20 |
+
- config_name: t1_annotations
|
| 21 |
+
data_files:
|
| 22 |
+
- split: dev
|
| 23 |
+
path: t1/annotations/dev.jsonl
|
| 24 |
+
- split: test
|
| 25 |
+
path: t1/annotations/test.jsonl
|
| 26 |
+
- config_name: t1_queries
|
| 27 |
+
data_files:
|
| 28 |
+
- split: dev
|
| 29 |
+
path: t1/queries/queries_dev.jsonl
|
| 30 |
+
- split: test
|
| 31 |
+
path: t1/queries/queries_test.jsonl
|
| 32 |
+
- config_name: t2_annotations
|
| 33 |
+
data_files:
|
| 34 |
+
- split: dev
|
| 35 |
+
path: t2/annotations/dev.jsonl
|
| 36 |
+
- split: test
|
| 37 |
+
path: t2/annotations/test.jsonl
|
| 38 |
+
- config_name: t2_queries
|
| 39 |
+
data_files:
|
| 40 |
+
- split: dev
|
| 41 |
+
path: t2/queries/queries_dev.jsonl
|
| 42 |
+
- split: test
|
| 43 |
+
path: t2/queries/queries_test.jsonl
|
| 44 |
+
---
|
| 45 |
+
|
| 46 |
+
# AgroVG-Sample
|
| 47 |
+
|
| 48 |
+
AgroVG-Sample is a lightweight, structure-preserving sample of AgroVG prepared for peer review and dataset inspection. It keeps the same relative path schema as the full release while including only a small deterministic subset of examples.
|
| 49 |
+
|
| 50 |
+
This sample is intended for quick download, schema inspection, and evaluation-pipeline smoke tests. It is not intended to reproduce benchmark numbers from the paper.
|
| 51 |
+
|
| 52 |
+
Full dataset URL: https://huggingface.co/datasets/sauryrs/AgroVG
|
| 53 |
+
Sample dataset URL: https://huggingface.co/datasets/sauryrs/AgroVG-Sample
|
| 54 |
+
|
| 55 |
+
## Composition
|
| 56 |
+
|
| 57 |
+
| Task | Dev queries | Test queries | Total queries | Output target |
|
| 58 |
+
|---|---:|---:|---:|---|
|
| 59 |
+
| T1 | 27 | 27 | 54 | Bounding-box set |
|
| 60 |
+
| T2 | 18 | 18 | 36 | Query-level binary mask |
|
| 61 |
+
| Total | 45 | 45 | 90 | Boxes or masks |
|
| 62 |
+
|
| 63 |
+
## Files
|
| 64 |
+
|
| 65 |
+
```text
|
| 66 |
+
AgroVG-Sample/
|
| 67 |
+
README.md
|
| 68 |
+
LICENSE
|
| 69 |
+
NOTICE
|
| 70 |
+
CITATION.cff
|
| 71 |
+
croissant.json
|
| 72 |
+
source_licenses.json
|
| 73 |
+
sample_manifest.json
|
| 74 |
+
sample_stats.json
|
| 75 |
+
t1/
|
| 76 |
+
annotations/dev.jsonl
|
| 77 |
+
annotations/test.jsonl
|
| 78 |
+
annotations/annotations.jsonl
|
| 79 |
+
queries/queries_dev.jsonl
|
| 80 |
+
queries/queries_test.jsonl
|
| 81 |
+
images/...
|
| 82 |
+
t2/
|
| 83 |
+
annotations/dev.jsonl
|
| 84 |
+
annotations/test.jsonl
|
| 85 |
+
annotations/annotations.jsonl
|
| 86 |
+
queries/queries_dev.jsonl
|
| 87 |
+
queries/queries_test.jsonl
|
| 88 |
+
images/...
|
| 89 |
+
instance_maps/...
|
| 90 |
+
```
|
| 91 |
+
|
| 92 |
+
## Path Schema
|
| 93 |
+
|
| 94 |
+
All paths are relative to the task directory.
|
| 95 |
+
|
| 96 |
+
- T1 `rgb_relpath` resolves under `t1/`.
|
| 97 |
+
- T2 `rgb_relpath` resolves under `t2/`.
|
| 98 |
+
- T2 `mask_relpath` resolves under `t2/`.
|
| 99 |
+
|
| 100 |
+
## Provenance and Licensing
|
| 101 |
+
|
| 102 |
+
This sample inherits the same source-dataset provenance and license constraints as AgroVG. See `source_licenses.json`, `NOTICE`, and `LICENSE`.
|
croissant.json
ADDED
|
@@ -0,0 +1,1255 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"@context": {
|
| 3 |
+
"@language": "en",
|
| 4 |
+
"@vocab": "https://schema.org/",
|
| 5 |
+
"arrayShape": "cr:arrayShape",
|
| 6 |
+
"citeAs": "cr:citeAs",
|
| 7 |
+
"column": "cr:column",
|
| 8 |
+
"conformsTo": "dct:conformsTo",
|
| 9 |
+
"containedIn": "cr:containedIn",
|
| 10 |
+
"cr": "http://mlcommons.org/croissant/",
|
| 11 |
+
"data": {
|
| 12 |
+
"@id": "cr:data",
|
| 13 |
+
"@type": "@json"
|
| 14 |
+
},
|
| 15 |
+
"dataBiases": "cr:dataBiases",
|
| 16 |
+
"dataCollection": "cr:dataCollection",
|
| 17 |
+
"dataType": {
|
| 18 |
+
"@id": "cr:dataType",
|
| 19 |
+
"@type": "@vocab"
|
| 20 |
+
},
|
| 21 |
+
"dct": "http://purl.org/dc/terms/",
|
| 22 |
+
"extract": "cr:extract",
|
| 23 |
+
"field": "cr:field",
|
| 24 |
+
"fileProperty": "cr:fileProperty",
|
| 25 |
+
"fileObject": "cr:fileObject",
|
| 26 |
+
"fileSet": "cr:fileSet",
|
| 27 |
+
"format": "cr:format",
|
| 28 |
+
"includes": "cr:includes",
|
| 29 |
+
"isArray": "cr:isArray",
|
| 30 |
+
"isLiveDataset": "cr:isLiveDataset",
|
| 31 |
+
"jsonPath": "cr:jsonPath",
|
| 32 |
+
"key": "cr:key",
|
| 33 |
+
"md5": "cr:md5",
|
| 34 |
+
"parentField": "cr:parentField",
|
| 35 |
+
"path": "cr:path",
|
| 36 |
+
"personalSensitiveInformation": "cr:personalSensitiveInformation",
|
| 37 |
+
"recordSet": "cr:recordSet",
|
| 38 |
+
"references": "cr:references",
|
| 39 |
+
"regex": "cr:regex",
|
| 40 |
+
"repeated": "cr:repeated",
|
| 41 |
+
"replace": "cr:replace",
|
| 42 |
+
"sc": "https://schema.org/",
|
| 43 |
+
"separator": "cr:separator",
|
| 44 |
+
"source": "cr:source",
|
| 45 |
+
"subField": "cr:subField",
|
| 46 |
+
"transform": "cr:transform",
|
| 47 |
+
"rai": "http://mlcommons.org/croissant/RAI/",
|
| 48 |
+
"prov": "http://www.w3.org/ns/prov#"
|
| 49 |
+
},
|
| 50 |
+
"@type": "sc:Dataset",
|
| 51 |
+
"distribution": [
|
| 52 |
+
{
|
| 53 |
+
"@type": "cr:FileObject",
|
| 54 |
+
"@id": "repo",
|
| 55 |
+
"name": "repo",
|
| 56 |
+
"description": "The Hugging Face git repository.",
|
| 57 |
+
"contentUrl": "https://huggingface.co/datasets/sauryrs/AgroVG-Sample-Sample/tree/refs%2Fconvert%2Fparquet",
|
| 58 |
+
"encodingFormat": "git+https",
|
| 59 |
+
"sha256": "https://github.com/mlcommons/croissant/issues/80"
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"@type": "cr:FileSet",
|
| 63 |
+
"@id": "parquet-files-for-config-t1_annotations",
|
| 64 |
+
"containedIn": {
|
| 65 |
+
"@id": "repo"
|
| 66 |
+
},
|
| 67 |
+
"encodingFormat": "application/x-parquet",
|
| 68 |
+
"includes": "t1_annotations/*/*.parquet"
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"@type": "cr:FileSet",
|
| 72 |
+
"@id": "parquet-files-for-config-t1_queries",
|
| 73 |
+
"containedIn": {
|
| 74 |
+
"@id": "repo"
|
| 75 |
+
},
|
| 76 |
+
"encodingFormat": "application/x-parquet",
|
| 77 |
+
"includes": "t1_queries/*/*.parquet"
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"@type": "cr:FileSet",
|
| 81 |
+
"@id": "parquet-files-for-config-t2_annotations",
|
| 82 |
+
"containedIn": {
|
| 83 |
+
"@id": "repo"
|
| 84 |
+
},
|
| 85 |
+
"encodingFormat": "application/x-parquet",
|
| 86 |
+
"includes": "t2_annotations/*/*.parquet"
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"@type": "cr:FileSet",
|
| 90 |
+
"@id": "parquet-files-for-config-t2_queries",
|
| 91 |
+
"containedIn": {
|
| 92 |
+
"@id": "repo"
|
| 93 |
+
},
|
| 94 |
+
"encodingFormat": "application/x-parquet",
|
| 95 |
+
"includes": "t2_queries/*/*.parquet"
|
| 96 |
+
}
|
| 97 |
+
],
|
| 98 |
+
"recordSet": [
|
| 99 |
+
{
|
| 100 |
+
"@type": "cr:RecordSet",
|
| 101 |
+
"dataType": "cr:Split",
|
| 102 |
+
"key": {
|
| 103 |
+
"@id": "t1_annotations_splits/split_name"
|
| 104 |
+
},
|
| 105 |
+
"@id": "t1_annotations_splits",
|
| 106 |
+
"name": "t1_annotations_splits",
|
| 107 |
+
"description": "Splits for the t1_annotations config.",
|
| 108 |
+
"field": [
|
| 109 |
+
{
|
| 110 |
+
"@type": "cr:Field",
|
| 111 |
+
"@id": "t1_annotations_splits/split_name",
|
| 112 |
+
"dataType": "sc:Text"
|
| 113 |
+
}
|
| 114 |
+
],
|
| 115 |
+
"data": [
|
| 116 |
+
{
|
| 117 |
+
"t1_annotations_splits/split_name": "dev"
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"t1_annotations_splits/split_name": "test"
|
| 121 |
+
}
|
| 122 |
+
]
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"@type": "cr:RecordSet",
|
| 126 |
+
"@id": "t1_annotations",
|
| 127 |
+
"description": "sauryrs/AgroVG-Sample - 't1_annotations' subset\n\nAdditional information:\n- 2 splits: dev, test\n- 2 skipped columns: meta, instances",
|
| 128 |
+
"field": [
|
| 129 |
+
{
|
| 130 |
+
"@type": "cr:Field",
|
| 131 |
+
"@id": "t1_annotations/split",
|
| 132 |
+
"dataType": "sc:Text",
|
| 133 |
+
"source": {
|
| 134 |
+
"fileSet": {
|
| 135 |
+
"@id": "parquet-files-for-config-t1_annotations"
|
| 136 |
+
},
|
| 137 |
+
"extract": {
|
| 138 |
+
"fileProperty": "fullpath"
|
| 139 |
+
},
|
| 140 |
+
"transform": {
|
| 141 |
+
"regex": "t1_annotations/(?:partial-)?(dev|test)/.+parquet$"
|
| 142 |
+
}
|
| 143 |
+
},
|
| 144 |
+
"references": {
|
| 145 |
+
"field": {
|
| 146 |
+
"@id": "t1_annotations_splits/split_name"
|
| 147 |
+
}
|
| 148 |
+
}
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"@type": "cr:Field",
|
| 152 |
+
"@id": "t1_annotations/image_id",
|
| 153 |
+
"dataType": "sc:Text",
|
| 154 |
+
"source": {
|
| 155 |
+
"fileSet": {
|
| 156 |
+
"@id": "parquet-files-for-config-t1_annotations"
|
| 157 |
+
},
|
| 158 |
+
"extract": {
|
| 159 |
+
"column": "image_id"
|
| 160 |
+
}
|
| 161 |
+
}
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"@type": "cr:Field",
|
| 165 |
+
"@id": "t1_annotations/source",
|
| 166 |
+
"dataType": "sc:Text",
|
| 167 |
+
"source": {
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|
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|
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|
| 1000 |
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|
| 1001 |
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|
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|
| 1003 |
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|
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|
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|
| 1006 |
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|
| 1007 |
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|
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|
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|
| 1020 |
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| 1024 |
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|
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|
| 1027 |
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"extract": {
|
| 1028 |
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"column": "query"
|
| 1029 |
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|
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|
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|
| 1032 |
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|
| 1033 |
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"@type": "cr:Field",
|
| 1034 |
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"source": {
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"@id": "parquet-files-for-config-t2_queries"
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"extract": {
|
| 1041 |
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"column": "query_type"
|
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|
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{
|
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|
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"column": "program_type"
|
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|
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|
| 1066 |
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|
| 1067 |
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"column": "template_id"
|
| 1068 |
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|
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| 1073 |
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|
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|
| 1079 |
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|
| 1080 |
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"column": "target_object_ids"
|
| 1081 |
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|
| 1082 |
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|
| 1083 |
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"isArray": true,
|
| 1084 |
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|
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|
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|
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"@type": "cr:Field",
|
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"dataType": "cr:Int64",
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"source": {
|
| 1091 |
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"fileSet": {
|
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|
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|
| 1094 |
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"extract": {
|
| 1095 |
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"column": "target_instance_local_ids"
|
| 1096 |
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|
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|
| 1098 |
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"isArray": true,
|
| 1099 |
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|
| 1100 |
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|
| 1101 |
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{
|
| 1102 |
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"@type": "cr:Field",
|
| 1103 |
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"@id": "t2_queries/target_count",
|
| 1104 |
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"dataType": "cr:Int64",
|
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"source": {
|
| 1106 |
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|
| 1107 |
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"@id": "parquet-files-for-config-t2_queries"
|
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},
|
| 1109 |
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"extract": {
|
| 1110 |
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"column": "target_count"
|
| 1111 |
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|
| 1112 |
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|
| 1113 |
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|
| 1114 |
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|
| 1115 |
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"@type": "cr:Field",
|
| 1116 |
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"@id": "t2_queries/is_empty",
|
| 1117 |
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"dataType": "sc:Boolean",
|
| 1118 |
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"source": {
|
| 1119 |
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"fileSet": {
|
| 1120 |
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"@id": "parquet-files-for-config-t2_queries"
|
| 1121 |
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|
| 1122 |
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"extract": {
|
| 1123 |
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"column": "is_empty"
|
| 1124 |
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|
| 1125 |
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|
| 1126 |
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|
| 1127 |
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]
|
| 1128 |
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}
|
| 1129 |
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],
|
| 1130 |
+
"conformsTo": "http://mlcommons.org/croissant/1.1",
|
| 1131 |
+
"name": "AgroVG-Sample",
|
| 1132 |
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"description": "AgroVG-Sample is a lightweight, structure-preserving sample of AgroVG for peer review, schema inspection, and evaluation-pipeline smoke tests. It is not intended for reproducing benchmark tables.",
|
| 1133 |
+
"alternateName": "AgroVG review sample",
|
| 1134 |
+
"creator": {
|
| 1135 |
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"@type": "Person",
|
| 1136 |
+
"name": "sauryrs",
|
| 1137 |
+
"url": "https://huggingface.co/sauryrs"
|
| 1138 |
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},
|
| 1139 |
+
"keywords": [
|
| 1140 |
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"object-detection",
|
| 1141 |
+
"image-segmentation",
|
| 1142 |
+
"English",
|
| 1143 |
+
"other",
|
| 1144 |
+
"10K - 100K",
|
| 1145 |
+
"json",
|
| 1146 |
+
"Image",
|
| 1147 |
+
"Tabular",
|
| 1148 |
+
"Text",
|
| 1149 |
+
"Datasets",
|
| 1150 |
+
"pandas",
|
| 1151 |
+
"Polars",
|
| 1152 |
+
"Croissant",
|
| 1153 |
+
"🇺🇸 Region: US",
|
| 1154 |
+
"visual-grounding",
|
| 1155 |
+
"referring-expression-comprehension",
|
| 1156 |
+
"referring-expression-segmentation",
|
| 1157 |
+
"agriculture",
|
| 1158 |
+
"benchmark",
|
| 1159 |
+
"mlcroissant"
|
| 1160 |
+
],
|
| 1161 |
+
"license": "https://choosealicense.com/licenses/other/",
|
| 1162 |
+
"url": "https://huggingface.co/datasets/sauryrs/AgroVG-Sample-Sample-Sample",
|
| 1163 |
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"rai:dataLimitations": "AgroVG is limited to agricultural visual grounding scenarios covered by the included source datasets. Coverage is uneven across crop species, weeds, pests, diseases, fruit types, tree canopies, sensors, geographic regions, growth stages, lighting conditions, and annotation styles. The dataset combines heterogeneous sources with different native resolutions and annotation modalities. It is intended for benchmark evaluation and research, not for safety-critical agricultural decision making, pesticide application, disease treatment, yield estimation, or farm-management automation without independent domain validation.",
|
| 1164 |
+
"rai:dataBiases": "The dataset inherits selection and annotation biases from its source datasets. Some crop, weed, fruit, pest, disease, wheat-head, and tree-canopy categories are better represented than others. Imaging conditions, geographic regions, camera viewpoints, growth stages, and acquisition sensors are not uniformly sampled. Derived masks for some T2-eligible sources may reflect assumptions made by the normalization pipeline and may differ from expert instance annotations. These biases may affect model performance across underrepresented crops, environments, object sizes, occlusion levels, and sensor conditions.",
|
| 1165 |
+
"rai:personalSensitiveInformation": "AgroVG consists of agricultural imagery and associated object-level annotations. It is not intended to contain personal or sensitive human information. The released package has been checked to remove local filesystem paths, private usernames, API credentials, and internal review notes. No gender, age, health, political, religious, socio-economic, or other personal attributes are intentionally included.",
|
| 1166 |
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"rai:dataUseCases": "AgroVG is intended to evaluate agricultural visual grounding systems. Validated use cases include benchmark evaluation of referring-expression comprehension, box-set grounding, query-level mask grounding, robustness analysis across agricultural domains, and comparison of multimodal or segmentation-oriented models. The dataset is not validated for clinical, legal, financial, farm-management, pesticide, disease-treatment, or other safety-critical operational decisions.",
|
| 1167 |
+
"rai:dataSocialImpact": "AgroVG may support research on more robust agricultural perception and improve evaluation coverage for crops, weeds, fruits, pests, plant diseases, wheat heads, and tree canopies. Potential risks include overinterpreting benchmark performance as deployment readiness, underperformance on underrepresented agricultural contexts, or misuse in automated farm decisions without expert validation. The release mitigates these risks by documenting source provenance, task definitions, evaluation protocols, and known limitations, and by positioning the dataset as a research benchmark rather than an operational decision system.",
|
| 1168 |
+
"rai:hasSyntheticData": false,
|
| 1169 |
+
"prov:wasDerivedFrom": [
|
| 1170 |
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{
|
| 1171 |
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"@type": "sc:Dataset",
|
| 1172 |
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"name": "PhenoBench",
|
| 1173 |
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"url": "https://www.phenobench.org"
|
| 1174 |
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},
|
| 1175 |
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{
|
| 1176 |
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"@type": "sc:Dataset",
|
| 1177 |
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"name": "CropAndWeed",
|
| 1178 |
+
"url": "https://github.com/cropandweed/cropandweed-dataset"
|
| 1179 |
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|
| 1180 |
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{
|
| 1181 |
+
"@type": "sc:Dataset",
|
| 1182 |
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"name": "MinneApple",
|
| 1183 |
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"url": "https://conservancy.umn.edu/handle/11299/206575"
|
| 1184 |
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|
| 1185 |
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{
|
| 1186 |
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"@type": "sc:Dataset",
|
| 1187 |
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"name": "ACFR Orchard Fruit Dataset",
|
| 1188 |
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"url": "http://data.acfr.usyd.edu.au/ag/treecrops/2016-multifruit/"
|
| 1189 |
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|
| 1190 |
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{
|
| 1191 |
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"@type": "sc:Dataset",
|
| 1192 |
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"name": "MegaFruits",
|
| 1193 |
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"url": "https://www.kaggle.com/datasets/mmwang0/megafruits"
|
| 1194 |
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|
| 1195 |
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{
|
| 1196 |
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"@type": "sc:Dataset",
|
| 1197 |
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"name": "Global Wheat Head Dataset 2021",
|
| 1198 |
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"url": "https://www.global-wheat.com"
|
| 1199 |
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|
| 1200 |
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{
|
| 1201 |
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"@type": "sc:Dataset",
|
| 1202 |
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"name": "IP102",
|
| 1203 |
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"url": "https://github.com/xpwu95/IP102"
|
| 1204 |
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},
|
| 1205 |
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{
|
| 1206 |
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"@type": "sc:Dataset",
|
| 1207 |
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"name": "PlantSeg",
|
| 1208 |
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"url": "https://zenodo.org/records/13762907"
|
| 1209 |
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},
|
| 1210 |
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{
|
| 1211 |
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"@type": "sc:Dataset",
|
| 1212 |
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"name": "OAM-TCD",
|
| 1213 |
+
"url": "https://zenodo.org/records/11617167"
|
| 1214 |
+
},
|
| 1215 |
+
{
|
| 1216 |
+
"@type": "sc:Dataset",
|
| 1217 |
+
"name": "Dumortier et al. Tree Crown Dataset",
|
| 1218 |
+
"url": "https://zenodo.org/records/15155081"
|
| 1219 |
+
}
|
| 1220 |
+
],
|
| 1221 |
+
"prov:wasGeneratedBy": [
|
| 1222 |
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{
|
| 1223 |
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"@type": "prov:Activity",
|
| 1224 |
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"prov:type": {
|
| 1225 |
+
"@id": "https://www.wikidata.org/wiki/Q4929239"
|
| 1226 |
+
},
|
| 1227 |
+
"prov:label": "Collection",
|
| 1228 |
+
"sc:description": "AgroVG reuses publicly available or authorized agricultural image datasets covering crops, weeds, fruits, pests, plant diseases, wheat heads, and tree canopies."
|
| 1229 |
+
},
|
| 1230 |
+
{
|
| 1231 |
+
"@type": "prov:Activity",
|
| 1232 |
+
"prov:type": {
|
| 1233 |
+
"@id": "https://www.wikidata.org/wiki/Q5227332"
|
| 1234 |
+
},
|
| 1235 |
+
"prov:label": "Preprocessing",
|
| 1236 |
+
"sc:description": "Source datasets were normalized into a shared schema with relative RGB image paths, object records, bounding boxes, instance masks where available, source metadata, and benchmark split fields."
|
| 1237 |
+
},
|
| 1238 |
+
{
|
| 1239 |
+
"@type": "prov:Activity",
|
| 1240 |
+
"prov:type": {
|
| 1241 |
+
"@id": "https://www.wikidata.org/wiki/Q109719325"
|
| 1242 |
+
},
|
| 1243 |
+
"prov:label": "Annotation normalization",
|
| 1244 |
+
"sc:description": "Native boxes, polygons, semantic masks, instance masks, or pixel-level evidence were converted into T1 and T2 task records. AgroVG does not synthesize masks from bounding-box geometry alone."
|
| 1245 |
+
},
|
| 1246 |
+
{
|
| 1247 |
+
"@type": "prov:Activity",
|
| 1248 |
+
"prov:type": {
|
| 1249 |
+
"@id": "https://www.wikidata.org/wiki/Q3306762"
|
| 1250 |
+
},
|
| 1251 |
+
"prov:label": "Query generation and splitting",
|
| 1252 |
+
"sc:description": "Query records were generated from normalized object metadata and split into development and test partitions with source-aware balancing and audit checks."
|
| 1253 |
+
}
|
| 1254 |
+
]
|
| 1255 |
+
}
|
sample_manifest.json
ADDED
|
@@ -0,0 +1,992 @@
|
|
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"task": "t1",
|
| 4 |
+
"split": "dev",
|
| 5 |
+
"query_id": "dev_T1_001044",
|
| 6 |
+
"image_id": "acfr_apples_unspecified_20130320T004718.853603.Cam6_51",
|
| 7 |
+
"source": "acfr",
|
| 8 |
+
"scene_family": "fruit",
|
| 9 |
+
"query_type": "single",
|
| 10 |
+
"rgb_relpath": "images/acfr/acfr_apples_unspecified_20130320T004718.853603.Cam6_51.png",
|
| 11 |
+
"mask_relpath": null
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"task": "t1",
|
| 15 |
+
"split": "dev",
|
| 16 |
+
"query_id": "dev_T1_002884",
|
| 17 |
+
"image_id": "acfr_apples_unspecified_20130320T013220.623413_23",
|
| 18 |
+
"source": "acfr",
|
| 19 |
+
"scene_family": "fruit",
|
| 20 |
+
"query_type": "multi",
|
| 21 |
+
"rgb_relpath": "images/acfr/acfr_apples_unspecified_20130320T013220.623413_23.png",
|
| 22 |
+
"mask_relpath": null
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"task": "t1",
|
| 26 |
+
"split": "dev",
|
| 27 |
+
"query_id": "dev_T1_004651",
|
| 28 |
+
"image_id": "acfr_apples_unspecified_20130320T005039.429263.Cam6_64",
|
| 29 |
+
"source": "acfr",
|
| 30 |
+
"scene_family": "fruit",
|
| 31 |
+
"query_type": "empty",
|
| 32 |
+
"rgb_relpath": "images/acfr/acfr_apples_unspecified_20130320T005039.429263.Cam6_64.png",
|
| 33 |
+
"mask_relpath": null
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"task": "t1",
|
| 37 |
+
"split": "dev",
|
| 38 |
+
"query_id": "dev_T1_000142",
|
| 39 |
+
"image_id": "caw_vwg-0038-0012",
|
| 40 |
+
"source": "cropandweed",
|
| 41 |
+
"scene_family": "crop_weed",
|
| 42 |
+
"query_type": "single",
|
| 43 |
+
"rgb_relpath": "images/cropandweed/caw_vwg-0038-0012.png",
|
| 44 |
+
"mask_relpath": null
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"task": "t1",
|
| 48 |
+
"split": "dev",
|
| 49 |
+
"query_id": "dev_T1_002752",
|
| 50 |
+
"image_id": "caw_ave-0325-0002",
|
| 51 |
+
"source": "cropandweed",
|
| 52 |
+
"scene_family": "crop_weed",
|
| 53 |
+
"query_type": "multi",
|
| 54 |
+
"rgb_relpath": "images/cropandweed/caw_ave-0325-0002.png",
|
| 55 |
+
"mask_relpath": null
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"task": "t1",
|
| 59 |
+
"split": "dev",
|
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|
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|
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|
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| 969 |
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|
| 971 |
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|
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|
| 974 |
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|
| 975 |
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|
| 976 |
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|
| 977 |
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|
| 978 |
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|
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| 980 |
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| 981 |
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|
| 982 |
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|
| 983 |
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|
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|
| 985 |
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|
| 986 |
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|
| 987 |
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|
| 988 |
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|
| 989 |
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|
| 990 |
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|
| 991 |
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|
| 992 |
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]
|
sample_stats.json
ADDED
|
@@ -0,0 +1,200 @@
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|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
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|
|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "AgroVG-Sample",
|
| 3 |
+
"created_from": "AgroVG",
|
| 4 |
+
"created_on": "2026-05-07",
|
| 5 |
+
"selection_policy": {
|
| 6 |
+
"unit": "query",
|
| 7 |
+
"per_task_split_source": 3,
|
| 8 |
+
"priority_query_types": [
|
| 9 |
+
"single",
|
| 10 |
+
"multi",
|
| 11 |
+
"empty"
|
| 12 |
+
],
|
| 13 |
+
"selection": "deterministic stable hash within each task/split/source/query_type bucket",
|
| 14 |
+
"note": "The sample is intended for reviewer inspection and pipeline smoke tests, not for reproducing benchmark tables."
|
| 15 |
+
},
|
| 16 |
+
"tasks": {
|
| 17 |
+
"t1": {
|
| 18 |
+
"task": "t1",
|
| 19 |
+
"sample": true,
|
| 20 |
+
"total_queries": 54,
|
| 21 |
+
"splits": {
|
| 22 |
+
"dev": {
|
| 23 |
+
"annotations": 27,
|
| 24 |
+
"queries": 27,
|
| 25 |
+
"sources": {
|
| 26 |
+
"acfr": 3,
|
| 27 |
+
"cropandweed": 3,
|
| 28 |
+
"dumortier": 3,
|
| 29 |
+
"gwhd2021": 3,
|
| 30 |
+
"ip102_detection": 3,
|
| 31 |
+
"minneapple": 3,
|
| 32 |
+
"oam_tcd": 3,
|
| 33 |
+
"phenobench": 3,
|
| 34 |
+
"plantseg": 3
|
| 35 |
+
},
|
| 36 |
+
"scene_families": {
|
| 37 |
+
"fruit": 6,
|
| 38 |
+
"crop_weed": 6,
|
| 39 |
+
"forest_tree_cover": 6,
|
| 40 |
+
"wheat_head": 3,
|
| 41 |
+
"pest": 3,
|
| 42 |
+
"plant_disease": 3
|
| 43 |
+
},
|
| 44 |
+
"query_types": {
|
| 45 |
+
"empty": 9,
|
| 46 |
+
"multi": 9,
|
| 47 |
+
"single": 9
|
| 48 |
+
}
|
| 49 |
+
},
|
| 50 |
+
"test": {
|
| 51 |
+
"annotations": 27,
|
| 52 |
+
"queries": 27,
|
| 53 |
+
"sources": {
|
| 54 |
+
"acfr": 3,
|
| 55 |
+
"cropandweed": 3,
|
| 56 |
+
"dumortier": 3,
|
| 57 |
+
"gwhd2021": 3,
|
| 58 |
+
"ip102_detection": 3,
|
| 59 |
+
"minneapple": 3,
|
| 60 |
+
"oam_tcd": 3,
|
| 61 |
+
"phenobench": 3,
|
| 62 |
+
"plantseg": 3
|
| 63 |
+
},
|
| 64 |
+
"scene_families": {
|
| 65 |
+
"fruit": 6,
|
| 66 |
+
"crop_weed": 6,
|
| 67 |
+
"forest_tree_cover": 6,
|
| 68 |
+
"wheat_head": 3,
|
| 69 |
+
"pest": 3,
|
| 70 |
+
"plant_disease": 3
|
| 71 |
+
},
|
| 72 |
+
"query_types": {
|
| 73 |
+
"empty": 9,
|
| 74 |
+
"multi": 9,
|
| 75 |
+
"single": 9
|
| 76 |
+
}
|
| 77 |
+
}
|
| 78 |
+
},
|
| 79 |
+
"sources": {
|
| 80 |
+
"acfr": 6,
|
| 81 |
+
"cropandweed": 6,
|
| 82 |
+
"dumortier": 6,
|
| 83 |
+
"gwhd2021": 6,
|
| 84 |
+
"ip102_detection": 6,
|
| 85 |
+
"minneapple": 6,
|
| 86 |
+
"oam_tcd": 6,
|
| 87 |
+
"phenobench": 6,
|
| 88 |
+
"plantseg": 6
|
| 89 |
+
},
|
| 90 |
+
"scene_families": {
|
| 91 |
+
"fruit": 12,
|
| 92 |
+
"crop_weed": 12,
|
| 93 |
+
"forest_tree_cover": 12,
|
| 94 |
+
"wheat_head": 6,
|
| 95 |
+
"pest": 6,
|
| 96 |
+
"plant_disease": 6
|
| 97 |
+
},
|
| 98 |
+
"query_types": {
|
| 99 |
+
"empty": 18,
|
| 100 |
+
"multi": 18,
|
| 101 |
+
"single": 18
|
| 102 |
+
}
|
| 103 |
+
},
|
| 104 |
+
"t2": {
|
| 105 |
+
"task": "t2",
|
| 106 |
+
"sample": true,
|
| 107 |
+
"total_queries": 36,
|
| 108 |
+
"splits": {
|
| 109 |
+
"dev": {
|
| 110 |
+
"annotations": 18,
|
| 111 |
+
"queries": 18,
|
| 112 |
+
"sources": {
|
| 113 |
+
"acfr_apples": 3,
|
| 114 |
+
"cropandweed": 3,
|
| 115 |
+
"magefruits_blueberry": 3,
|
| 116 |
+
"magefruits_peach": 3,
|
| 117 |
+
"phenobench": 3,
|
| 118 |
+
"plantseg": 3
|
| 119 |
+
},
|
| 120 |
+
"scene_families": {
|
| 121 |
+
"orchard_fruit": 3,
|
| 122 |
+
"crop_weed": 6,
|
| 123 |
+
"fruit_blueberry": 3,
|
| 124 |
+
"fruit_peach": 3,
|
| 125 |
+
"plant_disease": 3
|
| 126 |
+
},
|
| 127 |
+
"query_types": {
|
| 128 |
+
"empty": 6,
|
| 129 |
+
"multi": 6,
|
| 130 |
+
"single": 6
|
| 131 |
+
}
|
| 132 |
+
},
|
| 133 |
+
"test": {
|
| 134 |
+
"annotations": 18,
|
| 135 |
+
"queries": 18,
|
| 136 |
+
"sources": {
|
| 137 |
+
"acfr_apples": 3,
|
| 138 |
+
"cropandweed": 3,
|
| 139 |
+
"magefruits_blueberry": 3,
|
| 140 |
+
"magefruits_peach": 3,
|
| 141 |
+
"phenobench": 3,
|
| 142 |
+
"plantseg": 3
|
| 143 |
+
},
|
| 144 |
+
"scene_families": {
|
| 145 |
+
"orchard_fruit": 3,
|
| 146 |
+
"crop_weed": 6,
|
| 147 |
+
"fruit_blueberry": 3,
|
| 148 |
+
"fruit_peach": 3,
|
| 149 |
+
"plant_disease": 3
|
| 150 |
+
},
|
| 151 |
+
"query_types": {
|
| 152 |
+
"empty": 6,
|
| 153 |
+
"multi": 6,
|
| 154 |
+
"single": 6
|
| 155 |
+
}
|
| 156 |
+
}
|
| 157 |
+
},
|
| 158 |
+
"sources": {
|
| 159 |
+
"acfr_apples": 6,
|
| 160 |
+
"cropandweed": 6,
|
| 161 |
+
"magefruits_blueberry": 6,
|
| 162 |
+
"magefruits_peach": 6,
|
| 163 |
+
"phenobench": 6,
|
| 164 |
+
"plantseg": 6
|
| 165 |
+
},
|
| 166 |
+
"scene_families": {
|
| 167 |
+
"orchard_fruit": 6,
|
| 168 |
+
"crop_weed": 12,
|
| 169 |
+
"fruit_blueberry": 6,
|
| 170 |
+
"fruit_peach": 6,
|
| 171 |
+
"plant_disease": 6
|
| 172 |
+
},
|
| 173 |
+
"query_types": {
|
| 174 |
+
"empty": 12,
|
| 175 |
+
"multi": 12,
|
| 176 |
+
"single": 12
|
| 177 |
+
}
|
| 178 |
+
}
|
| 179 |
+
},
|
| 180 |
+
"assets": {
|
| 181 |
+
"t1/images": {
|
| 182 |
+
"files": 54,
|
| 183 |
+
"bytes": 107084294
|
| 184 |
+
},
|
| 185 |
+
"t2/images": {
|
| 186 |
+
"files": 36,
|
| 187 |
+
"bytes": 65006529
|
| 188 |
+
},
|
| 189 |
+
"t2/instance_maps": {
|
| 190 |
+
"files": 36,
|
| 191 |
+
"bytes": 534517
|
| 192 |
+
}
|
| 193 |
+
},
|
| 194 |
+
"totals": {
|
| 195 |
+
"queries": 90,
|
| 196 |
+
"annotations": 90,
|
| 197 |
+
"asset_files": 126,
|
| 198 |
+
"asset_bytes": 172625340
|
| 199 |
+
}
|
| 200 |
+
}
|
source_licenses.json
ADDED
|
@@ -0,0 +1,213 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.0",
|
| 3 |
+
"generated_for": "AgroVG public-release packaging",
|
| 4 |
+
"last_checked": "2026-05-05",
|
| 5 |
+
"note": "This file records source-dataset license information used by AgroVG. It is a metadata summary, not legal advice. AgroVG-specific annotations, query templates, audit metadata, split metadata, and derived benchmark metadata are released under CC BY 4.0, but source images and source-derived annotations remain governed by their original source terms.",
|
| 6 |
+
"agrovg_contributions": {
|
| 7 |
+
"license_name": "Creative Commons Attribution 4.0 International",
|
| 8 |
+
"license_spdx": "CC-BY-4.0",
|
| 9 |
+
"license_url": "https://creativecommons.org/licenses/by/4.0/",
|
| 10 |
+
"redistribution_status": "allowed_with_attribution",
|
| 11 |
+
"applies_to": [
|
| 12 |
+
"normalized annotation schema",
|
| 13 |
+
"query records",
|
| 14 |
+
"audit metadata",
|
| 15 |
+
"split metadata",
|
| 16 |
+
"derived benchmark metadata"
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"sources": [
|
| 20 |
+
{
|
| 21 |
+
"source_key": "phenobench",
|
| 22 |
+
"display_name": "PhenoBench",
|
| 23 |
+
"used_in": ["T1", "T2"],
|
| 24 |
+
"num_images": 1260,
|
| 25 |
+
"license_name": "Creative Commons Attribution ShareAlike 4.0 International",
|
| 26 |
+
"license_spdx": "CC-BY-SA-4.0",
|
| 27 |
+
"license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
|
| 28 |
+
"source_url": "https://www.phenobench.org",
|
| 29 |
+
"metadata_url": "https://github.com/PRBonn/phenobench",
|
| 30 |
+
"citation": "Weyler et al., PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain, 2024.",
|
| 31 |
+
"redistribution_status": "allowed_with_attribution_and_sharealike",
|
| 32 |
+
"license_notes": "The PhenoBench development kit FAQ states that the dataset is distributed under CC-BY-SA 4.0 and permits research and commercial usage with attribution and share-alike terms."
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"source_key": "cropandweed",
|
| 36 |
+
"display_name": "CropAndWeed",
|
| 37 |
+
"used_in": ["T1", "T2"],
|
| 38 |
+
"num_images": 1075,
|
| 39 |
+
"license_name": "Custom non-commercial license; no redistribution of dataset or modified versions",
|
| 40 |
+
"license_spdx": "LicenseRef-CropAndWeed-NonCommercial-NoRedistribution",
|
| 41 |
+
"license_url": "https://github.com/cropandweed/cropandweed-dataset/blob/main/LICENCE",
|
| 42 |
+
"source_url": "https://github.com/cropandweed/cropandweed-dataset",
|
| 43 |
+
"citation": "Steininger et al., The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation, WACV 2023.",
|
| 44 |
+
"redistribution_status": "not_redistributable_without_explicit_permission",
|
| 45 |
+
"license_notes": "The source license permits non-commercial use but explicitly says users must not distribute the dataset or modified versions. Do not include CropAndWeed RGB images or directly recoverable modified versions in a public Hugging Face release unless explicit permission is obtained."
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"source_key": "minneapple",
|
| 49 |
+
"display_name": "MinneApple",
|
| 50 |
+
"used_in": ["T1"],
|
| 51 |
+
"num_images": 598,
|
| 52 |
+
"license_name": "Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States",
|
| 53 |
+
"license_spdx": "CC-BY-NC-SA-3.0-US",
|
| 54 |
+
"license_url": "http://creativecommons.org/licenses/by-nc-sa/3.0/us/",
|
| 55 |
+
"source_url": "https://conservancy.umn.edu/handle/11299/206575",
|
| 56 |
+
"doi": "10.13020/8ecp-3r13",
|
| 57 |
+
"citation": "Haeni, Roy, and Isler, MinneApple: A Benchmark Dataset for Apple Detection and Segmentation, DRUM, 2019.",
|
| 58 |
+
"redistribution_status": "allowed_for_noncommercial_use_with_attribution_and_sharealike",
|
| 59 |
+
"license_notes": "The DRUM record lists CC BY-NC-SA 3.0 US. Public redistribution should preserve non-commercial and share-alike terms."
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"source_key": "acfr",
|
| 63 |
+
"display_name": "ACFR Orchard Fruit Dataset",
|
| 64 |
+
"used_in": ["T1"],
|
| 65 |
+
"num_images": 636,
|
| 66 |
+
"license_name": "Unknown / not clearly stated on located public dataset pages",
|
| 67 |
+
"license_spdx": "LicenseRef-ACFR-Unknown",
|
| 68 |
+
"license_url": null,
|
| 69 |
+
"source_url": "http://data.acfr.usyd.edu.au/ag/treecrops/2016-multifruit/",
|
| 70 |
+
"citation": "Bargoti and Underwood, Deep Fruit Detection in Orchards, ICRA 2017.",
|
| 71 |
+
"redistribution_status": "unknown_needs_permission_before_public_redistribution",
|
| 72 |
+
"license_notes": "Located public index/aggregator pages report the ACFR license as unknown. Obtain explicit redistribution permission or remove ACFR RGB images before public release."
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"source_key": "acfr_apples",
|
| 76 |
+
"display_name": "ACFR Apples",
|
| 77 |
+
"used_in": ["T2"],
|
| 78 |
+
"num_images": 84,
|
| 79 |
+
"license_name": "Unknown / not clearly stated on located public dataset pages",
|
| 80 |
+
"license_spdx": "LicenseRef-ACFR-Unknown",
|
| 81 |
+
"license_url": null,
|
| 82 |
+
"source_url": "http://data.acfr.usyd.edu.au/ag/treecrops/2016-multifruit/",
|
| 83 |
+
"citation": "Bargoti and Underwood, Deep Fruit Detection in Orchards, ICRA 2017; Bargoti and Underwood, Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards.",
|
| 84 |
+
"redistribution_status": "unknown_needs_permission_before_public_redistribution",
|
| 85 |
+
"license_notes": "This AgroVG subset uses ACFR apple imagery and derived instance maps. Since the source license is not clearly stated, public redistribution should wait for permission or be replaced by reconstruction instructions."
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"source_key": "magefruits_blueberry",
|
| 89 |
+
"display_name": "MegaFruits Blueberry",
|
| 90 |
+
"used_in": ["T2"],
|
| 91 |
+
"num_images": 554,
|
| 92 |
+
"license_name": "Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International",
|
| 93 |
+
"license_spdx": "CC-BY-NC-SA-4.0",
|
| 94 |
+
"license_url": "https://creativecommons.org/licenses/by-nc-sa/4.0/",
|
| 95 |
+
"source_url": "https://www.kaggle.com/datasets/mmwang0/megafruits",
|
| 96 |
+
"citation": "Wang et al., MegaFruits dataset, Kaggle, version 2.",
|
| 97 |
+
"redistribution_status": "allowed_for_noncommercial_use_with_attribution_and_sharealike",
|
| 98 |
+
"license_notes": "Kaggle metadata for MegaFruits lists CC BY-NC-SA 4.0."
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"source_key": "magefruits_peach",
|
| 102 |
+
"display_name": "MegaFruits Peach",
|
| 103 |
+
"used_in": ["T2"],
|
| 104 |
+
"num_images": 585,
|
| 105 |
+
"license_name": "Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International",
|
| 106 |
+
"license_spdx": "CC-BY-NC-SA-4.0",
|
| 107 |
+
"license_url": "https://creativecommons.org/licenses/by-nc-sa/4.0/",
|
| 108 |
+
"source_url": "https://www.kaggle.com/datasets/mmwang0/megafruits",
|
| 109 |
+
"citation": "Wang et al., MegaFruits dataset, Kaggle, version 2.",
|
| 110 |
+
"redistribution_status": "allowed_for_noncommercial_use_with_attribution_and_sharealike",
|
| 111 |
+
"license_notes": "Kaggle metadata for MegaFruits lists CC BY-NC-SA 4.0."
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"source_key": "gwhd2021",
|
| 115 |
+
"display_name": "Global Wheat Head Dataset 2021",
|
| 116 |
+
"used_in": ["T1"],
|
| 117 |
+
"num_images": 1091,
|
| 118 |
+
"license_name": "Creative Commons Attribution 4.0 International",
|
| 119 |
+
"license_spdx": "CC-BY-4.0",
|
| 120 |
+
"license_url": "https://creativecommons.org/licenses/by/4.0/",
|
| 121 |
+
"source_url": "https://zenodo.org/records/5092309",
|
| 122 |
+
"doi": "10.5281/zenodo.5092309",
|
| 123 |
+
"citation": "David et al., Global Wheat Head Dataset 2021: more diversity to improve the benchmarking of wheat head localization methods, 2021.",
|
| 124 |
+
"redistribution_status": "allowed_with_attribution",
|
| 125 |
+
"license_notes": "Zenodo metadata lists license id cc-by-4.0. The Global Wheat site also describes the dataset as free to use for any purpose."
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"source_key": "ip102_detection",
|
| 129 |
+
"display_name": "IP102 Detection",
|
| 130 |
+
"used_in": ["T1"],
|
| 131 |
+
"num_images": 1255,
|
| 132 |
+
"license_name": "Custom academic-use license",
|
| 133 |
+
"license_spdx": "LicenseRef-IP102-Academic-Only",
|
| 134 |
+
"license_url": "https://github.com/xpwu95/IP102",
|
| 135 |
+
"source_url": "https://github.com/xpwu95/IP102",
|
| 136 |
+
"citation": "Wu et al., IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition, CVPR 2019.",
|
| 137 |
+
"redistribution_status": "academic_use_only_permission_recommended_for_public_redistribution",
|
| 138 |
+
"license_notes": "The source README states that the dataset is free for academic usage and asks users to contact the maintainer for other purposes. It does not clearly grant third-party redistribution rights."
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"source_key": "plantseg",
|
| 142 |
+
"display_name": "PlantSeg",
|
| 143 |
+
"used_in": ["T1", "T2"],
|
| 144 |
+
"num_images": 2358,
|
| 145 |
+
"license_name": "Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International",
|
| 146 |
+
"license_spdx": "CC-BY-NC-ND-4.0",
|
| 147 |
+
"license_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
|
| 148 |
+
"source_url": "https://zenodo.org/records/13762907",
|
| 149 |
+
"doi": "10.5281/zenodo.13762907",
|
| 150 |
+
"citation": "Wei, PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation, Zenodo, 2024.",
|
| 151 |
+
"redistribution_status": "noncommercial_original_redistribution_only_no_derivatives",
|
| 152 |
+
"license_notes": "Zenodo metadata lists CC BY-NC-ND 4.0. Because the license includes NoDerivatives, redistribution of transformed/derived annotations or modified source materials needs careful review or explicit permission."
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"source_key": "oam_tcd",
|
| 156 |
+
"display_name": "OAM-TCD",
|
| 157 |
+
"used_in": ["T1"],
|
| 158 |
+
"num_images": 104,
|
| 159 |
+
"license_name": "Mixed Creative Commons licenses: CC BY 4.0, CC BY-NC 4.0, and CC BY-SA 4.0",
|
| 160 |
+
"license_spdx": "LicenseRef-OAM-TCD-Mixed-CC",
|
| 161 |
+
"license_url": "https://zenodo.org/records/11617167",
|
| 162 |
+
"source_url": "https://zenodo.org/records/11617167",
|
| 163 |
+
"doi": "10.5281/zenodo.11617167",
|
| 164 |
+
"citation": "Veitch-Michaelis et al., OAM-TCD: A globally diverse dataset of high-resolution tree cover maps, 2024.",
|
| 165 |
+
"redistribution_status": "allowed_subject_to_per_image_license",
|
| 166 |
+
"license_breakdown_in_source": {
|
| 167 |
+
"CC-BY-4.0": 4608,
|
| 168 |
+
"CC-BY-NC-4.0": 272,
|
| 169 |
+
"CC-BY-SA-4.0": 192
|
| 170 |
+
},
|
| 171 |
+
"license_breakdown_in_agrovg_metadata": {
|
| 172 |
+
"license_id_1": 14,
|
| 173 |
+
"license_id_2": 85,
|
| 174 |
+
"license_id_3": 5
|
| 175 |
+
},
|
| 176 |
+
"license_notes": "OAM-TCD documentation states that images are split by license class. AgroVG currently preserves numeric license_id values from source metadata; verify the id-to-license mapping before public release or keep OAM-TCD records separated by license."
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"source_key": "dumortier",
|
| 180 |
+
"display_name": "Annotated tree crown bounding boxes in urban/rural environment",
|
| 181 |
+
"used_in": ["T1"],
|
| 182 |
+
"num_images": 471,
|
| 183 |
+
"license_name": "Creative Commons Zero v1.0 Universal",
|
| 184 |
+
"license_spdx": "CC0-1.0",
|
| 185 |
+
"license_url": "https://creativecommons.org/publicdomain/zero/1.0/",
|
| 186 |
+
"source_url": "https://zenodo.org/records/15155081",
|
| 187 |
+
"doi": "10.5281/zenodo.15155081",
|
| 188 |
+
"citation": "Dumortier, Annotated tree crown bounding boxes in urban/rural environment, Zenodo, 2025.",
|
| 189 |
+
"redistribution_status": "public_domain_dedication",
|
| 190 |
+
"license_notes": "Zenodo API metadata lists license id cc-zero."
|
| 191 |
+
}
|
| 192 |
+
],
|
| 193 |
+
"release_risk_summary": {
|
| 194 |
+
"low_risk_open_licenses": [
|
| 195 |
+
"phenobench",
|
| 196 |
+
"gwhd2021",
|
| 197 |
+
"dumortier"
|
| 198 |
+
],
|
| 199 |
+
"redistributable_with_noncommercial_or_sharealike_constraints": [
|
| 200 |
+
"minneapple",
|
| 201 |
+
"magefruits_blueberry",
|
| 202 |
+
"magefruits_peach",
|
| 203 |
+
"oam_tcd"
|
| 204 |
+
],
|
| 205 |
+
"requires_permission_or_release_adjustment_before_public_huggingface_upload": [
|
| 206 |
+
"cropandweed",
|
| 207 |
+
"acfr",
|
| 208 |
+
"acfr_apples",
|
| 209 |
+
"ip102_detection",
|
| 210 |
+
"plantseg"
|
| 211 |
+
]
|
| 212 |
+
}
|
| 213 |
+
}
|
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+
{
|
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"mode": "review_sample",
|
| 3 |
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"source_dataset": "AgroVG",
|
| 4 |
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"per_task_split_source": 3,
|
| 5 |
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"num_images": 54,
|
| 6 |
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"num_queries": 54,
|
| 7 |
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"dev_images": 27,
|
| 8 |
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"test_images": 27,
|
| 9 |
+
"note": "This file describes the AgroVG-Sample subset. It is not the full benchmark release policy."
|
| 10 |
+
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|
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+
{
|
| 2 |
+
"mode": "review_sample",
|
| 3 |
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"source_dataset": "AgroVG",
|
| 4 |
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"per_task_split_source": 3,
|
| 5 |
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"num_images": 54,
|
| 6 |
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"num_queries": 54,
|
| 7 |
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"dev_images": 27,
|
| 8 |
+
"test_images": 27,
|
| 9 |
+
"note": "This file describes the AgroVG-Sample subset. It is not the full benchmark release policy."
|
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+
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|
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