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Add AgroVG sample dataset

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CITATION.cff ADDED
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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
LICENSE ADDED
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+
NOTICE ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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+ {
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+ "containedIn": "cr:containedIn",
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+ "cr": "http://mlcommons.org/croissant/",
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+ "data": {
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+ "@id": "cr:data",
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+ "@type": "@json"
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+ },
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+ "dataBiases": "cr:dataBiases",
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+ "dataCollection": "cr:dataCollection",
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+ "dataType": {
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+ "@id": "cr:dataType",
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+ "@type": "@vocab"
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+ },
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+ "dct": "http://purl.org/dc/terms/",
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+ "format": "cr:format",
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+ "includes": "cr:includes",
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+ "isArray": "cr:isArray",
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+ "isLiveDataset": "cr:isLiveDataset",
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+ "jsonPath": "cr:jsonPath",
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+ "key": "cr:key",
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+ "md5": "cr:md5",
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+ "parentField": "cr:parentField",
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+ "path": "cr:path",
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+ "personalSensitiveInformation": "cr:personalSensitiveInformation",
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+ "prov": "http://www.w3.org/ns/prov#"
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+ "distribution": [
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+ {
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+ "@type": "cr:FileObject",
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+ "description": "The Hugging Face git repository.",
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+ "contentUrl": "https://huggingface.co/datasets/sauryrs/AgroVG-Sample-Sample/tree/refs%2Fconvert%2Fparquet",
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+ "encodingFormat": "git+https",
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+ "@id": "t1_annotations_splits",
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+ "name": "t1_annotations_splits",
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+ "description": "Splits for the t1_annotations config.",
108
+ "field": [
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+ {
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+ "@type": "cr:Field",
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+ "@id": "t1_annotations_splits/split_name",
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+ "dataType": "sc:Text"
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+ }
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+ ],
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+ "data": [
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+ {
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+ "t1_annotations_splits/split_name": "dev"
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+ },
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+ {
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+ "t1_annotations_splits/split_name": "test"
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+ }
122
+ ]
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+ },
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+ {
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+ "@type": "cr:RecordSet",
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+ "@id": "t1_annotations",
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+ "description": "sauryrs/AgroVG-Sample - 't1_annotations' subset\n\nAdditional information:\n- 2 splits: dev, test\n- 2 skipped columns: meta, instances",
128
+ "field": [
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+ {
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+ "@type": "cr:Field",
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+ },
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+ "@id": "t1_queries_splits",
317
+ "name": "t1_queries_splits",
318
+ "description": "Splits for the t1_queries config.",
319
+ "field": [
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+ "@id": "t1_queries_splits/split_name",
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+ "t1_queries_splits/split_name": "test"
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+ }
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+ {
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+ "@type": "cr:RecordSet",
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+ "@id": "t1_queries",
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+ "description": "sauryrs/AgroVG-Sample - 't1_queries' subset\n\nAdditional information:\n- 2 splits: dev, test\n- 1 skipped column: meta",
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+ "@type": "cr:Field",
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+ },
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+ "transform": {
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+ }
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+ },
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+ "references": {
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+ }
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+ {
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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