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Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type string to null
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2118, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
return array_cast(
array,
...<2 lines>...
allow_decimal_to_str=allow_decimal_to_str,
)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2014, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type string to null
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
all_native_splits list | all_source_families list | all_source_ids list | annotation_concept string | annotation_holds list | auxiliary_tasks list | canonical_sample_id string | class_id int64 | crop string | decode_policy string | dhash string | eligible_auxiliary bool | eligible_classification bool | eligible_tasks list | evidence_kind string | exact_alias_sample_ids list | exact_unit_id string | exif_orientation int64 | file_sha256 string | group_native_splits list | group_source_families list | height int64 | image_format string | label string | label_basis string | label_documentation list | label_review string | label_status string | local_path string | media_type string | native_crop string | native_folder_label string | native_label string | native_leaf_ids list | native_split string | nonblocking_annotation_diagnostics list | partition string | pixel_sha256 string | reasons list | review_holds list | role string | sample_id string | schema_version string | screening_label_candidate string | segmentation_status string | selected_frame int64 | size_bytes int64 | source_family string | source_id string | source_support_before_coverage unknown | split_group_id string | status string | supporting_task_source_families unknown | technical_status string | width int64 | documented_parent_photo_ids list | eligible_target_observations bool | target_observation_evidence dict | target_observation_mask dict | target_observations dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 00014817cd829667277f48ceaf9ca798d0ff55c7ae8889f2ca6c77e6baba98bb | 1 | maize | null | 724d4d79b0d0ca8a | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"00014817cd829667277f48ceaf9ca798d0ff55c7ae8889f2ca6c77e6baba98bb"
] | single_00014817cd829667277f48ceaf9ca798d0ff55c7ae8889f2ca6c77e6baba98bb | null | f15077c642ab85a438d2b9ecd44c39599322bd07408d219061bc63d2e9b66229 | [] | [
"LPGHKK"
] | 768 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/a7/00014817cd829667277f48ceaf9ca798d0ff55c7ae8889f2ca6c77e6baba98bb.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | 6527229e78bfd62f98775d202644caa823aad79405e9084c67e3feaad732505b | [] | [] | photo_candidate | 00014817cd829667277f48ceaf9ca798d0ff55c7ae8889f2ca6c77e6baba98bb | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 621,615 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_ef745562dbdd39ca2bbe0e87bc01562232b7dddff0be9d350f3c013456e4b506 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions"
] | [] | 0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152 | 1 | maize | null | c5df9f4e456b8da9 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152"
] | single_0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152 | null | b6e1dc9451e2e0f226fca9890a1264e294f3b0fc14c8c58d70979f5563f09893 | [] | [
"OSF_p67rz"
] | 3,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/3b/0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions"
] | train | 0c9005772f668d1d5920044986d98ee4ee896668b70ed8c5e9bddcff48889ccb | [] | [] | photo_annotation_review | 0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,741,681 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_b975ebe0ef81ecb5528917cbf6431c0ea26b33ffb0b484faaa6ee20459c68406 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 2,000 | [
"OSF_p67rz:boom:DSC05573"
] | true | {
"acquisition": "boom",
"annotation_rows": 5,
"candidate_image_ids": [
"0002ff7229a6e2e8e88ce5f69a17a6d3958296dba256e56f910f7789ea6ba152"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 5,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993 | 1 | maize | mpo_frame0_photo_v1 | c3d2b0180daf60c1 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993"
] | single_0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993 | 8 | c11bd1cfc536d3ddce8acdac2c47ff076edcd5595036d01b7cb54c4712d9ae39 | [] | [
"OSF_p67rz"
] | 6,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/7b/0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | 33225efcb0f67b051e43a6cb12bab7039624413fad230fd85dc28ccb55cb3c51 | [] | [] | photo_annotation_review | 0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 7,241,744 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_eceb945e87f1e5c96b19d810c7aedcf6fa8471483b4764d515aa92cad9a8df8d | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 4,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 1,
"candidate_image_ids": [
"0003496a64e82b28b1a444cffb89cb87791752b32bc325c84df821169430f993"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 1,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0008adbe7724d1809859c838ca90259edb4137e931df17b3e3e67b687781ee2f | 0 | maize | null | 7f2d092935d11b3b | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0008adbe7724d1809859c838ca90259edb4137e931df17b3e3e67b687781ee2f"
] | single_0008adbe7724d1809859c838ca90259edb4137e931df17b3e3e67b687781ee2f | null | a7d09291523bb09ad0b256b75fd7ecc7f197817c469afc15342650078a34d024 | [] | [
"KaraAgro"
] | 2,048 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/9d/0008adbe7724d1809859c838ca90259edb4137e931df17b3e3e67b687781ee2f.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | 1c258a28e43073d5492c80c4faef3e9d239908ce9ce8874c23826a4c67058a34 | [] | [] | photo_annotation_review | 0008adbe7724d1809859c838ca90259edb4137e931df17b3e3e67b687781ee2f | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 368,451 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_27eb0bdee8e0b94408002bf644010878128a20db9636a599afbf526286ab3c05 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 1,536 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions"
] | [] | 00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6 | 1 | maize | null | cfc81eb3606859f9 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6"
] | single_00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6 | null | 3a99a5f8b491bdc093ecb7978e4e4ad1fa858826baa52e39f2e83f3194c6e868 | [] | [
"OSF_p67rz"
] | 3,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/5c/00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions"
] | train | 536d8e86808ed0795709721a59f563782f6fd2e304d982d2920308d14f5d7bd9 | [] | [] | photo_annotation_review | 00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,441,671 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_8849d42156fe5a506b74b83c398d7f609e0164e5b3b6edd33172438e7e0d10a1 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 2,000 | [
"OSF_p67rz:boom:DSC01010"
] | true | {
"acquisition": "boom",
"annotation_rows": 11,
"candidate_image_ids": [
"00093a6656b650c5f64565a1c91fffb28f11dfceaae1cac03e8ee0ac01cf56b6"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 11,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350 | 1 | maize | mpo_frame0_photo_v1 | c3dfd96f33b13898 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350"
] | single_00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350 | 8 | fba9206c9fb39dc2c5b4ce74c1d0c00fc1371a87076001ab4c85c99bfb4d94f7 | [] | [
"OSF_p67rz"
] | 6,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/c9/00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | ab9cd18d06d25600033f8ef61ed891b136a6f304ef42a43353c1db42c757820f | [] | [] | photo_annotation_review | 00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 6,684,688 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_2012f7c8ec28c193458583bbd5ef7080b0470f77916a5a3183a7bc64ce8da24c | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 4,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 5,
"candidate_image_ids": [
"00094cfa31a465493d12141794b9982fc5a4884b5ab211bea375fe6cac96f350"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 5,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8 | 1 | maize | null | c4d452723e391747 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8"
] | single_000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8 | null | 2b337556e99f27fa9a54c201373e8e1a1e6161c54bbf87e96971eb9679d35de1 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/cb/000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8.jpg | image | Maize | [] | [] | train | 93d7c92bd3f0796fa0261dc2dbffa840dd23a617a731c42df4042b3d75a6d095 | [] | [] | photo_annotation_review | 000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,671,363 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_75047c61ce66766967c312e93f7251e42e245c357a00797ce16d21cc2be840b5 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC02311"
] | true | {
"acquisition": "boom",
"annotation_rows": 1,
"candidate_image_ids": [
"000a02304aa8f666cad7e371de364d459e473a1c479226ce35c4a891f0863db8"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 1,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 000cda1d5dacc35ca545a185381ae57130b684546dd4170431a255346f2d3d26 | 0 | maize | null | 337b78d47c53552d | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"000cda1d5dacc35ca545a185381ae57130b684546dd4170431a255346f2d3d26"
] | single_000cda1d5dacc35ca545a185381ae57130b684546dd4170431a255346f2d3d26 | null | 7f7b9cd876cd212ed8d0acd1300aba179f5d9b6fa4cb0f1a9fdb04aefdea38b1 | [] | [
"KaraAgro"
] | 2,048 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/b8/000cda1d5dacc35ca545a185381ae57130b684546dd4170431a255346f2d3d26.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | 0fce553c0fe12a6c413a8277dc7b816f12088572d8de8064bcedb9948b050894 | [] | [] | photo_annotation_review | 000cda1d5dacc35ca545a185381ae57130b684546dd4170431a255346f2d3d26 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 296,717 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_3911bba27dd86458a1ec3eb555254076bcf29da8c537d9b32310ef371b46806c | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 1,536 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions"
] | [] | 000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38 | 1 | maize | null | 6c5c51e4a4be99b5 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38"
] | single_000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38 | null | 1807d27839174510479dcafc66043c66ab76b6d4a572c3d1179540e0376b2f99 | [] | [
"OSF_p67rz"
] | 3,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/91/000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions"
] | train | 896b51b4d32196eae8f73ef308110d7990f2a97a74f7f01c27b46ef53738c6b6 | [] | [] | photo_annotation_review | 000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,600,064 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_5a7fccb27fd578facccf600fe26f79b8f93aa9bbddbe77d0189f41ebcae94db7 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 2,000 | [
"OSF_p67rz:boom:DSC02080"
] | true | {
"acquisition": "boom",
"annotation_rows": 15,
"candidate_image_ids": [
"000e7f3cea9bf243ae2f36d45293a5a73333f1b576120cc09e447bf56637cb38"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 15,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0014f2e05c7345e73d1097a4c28fa7386235399d16642ae0e17a932928013ef5 | 0 | maize | null | de4e2b940d4d4f87 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0014f2e05c7345e73d1097a4c28fa7386235399d16642ae0e17a932928013ef5"
] | single_0014f2e05c7345e73d1097a4c28fa7386235399d16642ae0e17a932928013ef5 | null | 4fcade33feb78f2464d6d13ff4a8cfec5053847262ebec42e628b0e43f87abbb | [] | [
"KaraAgro"
] | 992 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/f1/0014f2e05c7345e73d1097a4c28fa7386235399d16642ae0e17a932928013ef5.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | 6386c555502fb58994c5a3af5aa006fb8da8b9ee525b9122821b3c4aebf6009a | [] | [] | photo_annotation_review | 0014f2e05c7345e73d1097a4c28fa7386235399d16642ae0e17a932928013ef5 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 79,761 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_f89b015d3572e77748f8fae5cc4cdbb6021a1c53f57d97634deb0d7778a1c9f7 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 744 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions"
] | [] | 001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543 | 1 | maize | null | de6ce2d8d8637a1b | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543"
] | single_001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543 | null | e8907aa7b54f57acdfa6e8a1ff7b099f36fb77876ebf135e9ed555afe03a70c0 | [] | [
"OSF_p67rz"
] | 3,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/19/001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions"
] | train | 460b563e5cc75aef0156c9ed5c2cccb3870fc04838243dca299634209b42f082 | [] | [] | photo_annotation_review | 001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,500,194 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_f9152649cdfb7578f50bc576488690ac743c7117b87013456112e8658c6a8ef8 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 2,000 | [
"OSF_p67rz:boom:DSC06010"
] | true | {
"acquisition": "boom",
"annotation_rows": 10,
"candidate_image_ids": [
"001898cabb0c9923a574c90558cbb4b6d6eea651e6a6244b62a9fb5b25858543"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 10,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 001a369fcaad7f30c1386712a0bad9029dea2b5cec40a2954470f14003b72ed5 | 1 | maize | null | 1f1f171b1b1b1b07 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"001a369fcaad7f30c1386712a0bad9029dea2b5cec40a2954470f14003b72ed5"
] | single_001a369fcaad7f30c1386712a0bad9029dea2b5cec40a2954470f14003b72ed5 | null | b7de77c72ac68647c6b20aa7e17b9c06beb58f9db2329c9cca8d6909866c09bc | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/3b/001a369fcaad7f30c1386712a0bad9029dea2b5cec40a2954470f14003b72ed5.jpg | image | Maize | MLB_1 | MLB_1 | [] | [] | train | a249cdaf74892b500e0c469177f368a544c77390713ccb17c956beec8696a808 | [] | [] | photo_candidate | 001a369fcaad7f30c1386712a0bad9029dea2b5cec40a2954470f14003b72ed5 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 612,215 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_0e44e28fe40462f7607c0d1881587b4d0eebbb67412a58d50a380e1f20ead6c6 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 765 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions",
"nondefault_exif_geometry_pending"
] | [] | 001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08 | 1 | maize | mpo_frame0_photo_v1 | 3122d65421040647 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08"
] | single_001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08 | 8 | c0319a64ce14a4aa4fb89ad9c60528737e2fb92d2649dd5d3281d94417f7eb47 | [] | [
"OSF_p67rz"
] | 6,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/2e/001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions",
"nondefault_exif_geometry_pending"
] | train | 3d5f440d8dd44d2319e0098314485bc0b66a8cad85de737bd71cdfd479ece9c3 | [] | [] | photo_annotation_review | 001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 6,684,688 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_db65df93a7f30841014d0b89930728f6e46e025c06db9a08be97349713462917 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 4,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 3,
"candidate_image_ids": [
"001add09dbd18cb1a5204ce3a7b2b2a5b39766e60a8c9db6c66e4518bebacf08"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 3,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05 | 1 | maize | null | 175b5b3b07c3482a | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05"
] | single_001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05 | null | bf60899fc0c2c90a146112c1a2e54cf6fdea2e50a65d13e34c6d62fd20ac3f9f | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/3e/001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05.jpg | image | Maize | [] | [] | train | 611d61f0ecf641200d5948d685d372417a34340c6a21b3dee05e4284cbf80a5f | [] | [] | photo_annotation_review | 001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,636,610 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_503e75aa80e7b71b5a4aeb2333746b93598d649d9aa52b96ec4b2979b6af7d31 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC00972"
] | true | {
"acquisition": "boom",
"annotation_rows": 9,
"candidate_image_ids": [
"001b6a12c565e14d790a5900e93b8116dd942223cd65c75a1b9fc78ec9241c05"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 9,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 001d76acdae4f2b52f2758c1a33c5e69f329a504a3bd3224e85344e671f5a892 | 1 | maize | null | ab6659c37fe79d9d | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"001d76acdae4f2b52f2758c1a33c5e69f329a504a3bd3224e85344e671f5a892"
] | single_001d76acdae4f2b52f2758c1a33c5e69f329a504a3bd3224e85344e671f5a892 | null | fae64b1163cf4186c6009736e296abc895ab9eb51d425230b2353aca49d07a09 | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/54/001d76acdae4f2b52f2758c1a33c5e69f329a504a3bd3224e85344e671f5a892.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | a5928e406e5979369e260c0369f4f1665fbbdf0adf1524a4e8ef21f8f4054186 | [] | [] | photo_candidate | 001d76acdae4f2b52f2758c1a33c5e69f329a504a3bd3224e85344e671f5a892 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 758,964 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_69e312d04f030d498cafcd7085f3cfa76b71d616199d5aad58d01fb1c4051c75 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 002246f7c433d585216d218bfdef7ce6058924e07a7bf88e590b5eb0182a636a | 1 | maize | null | c9d153869fb692d9 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"002246f7c433d585216d218bfdef7ce6058924e07a7bf88e590b5eb0182a636a"
] | single_002246f7c433d585216d218bfdef7ce6058924e07a7bf88e590b5eb0182a636a | null | ae0692e8d3343f0a94ee8b1d9a5ee8e8b779ca48fcd55cb552757dc38e61c7c7 | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/41/002246f7c433d585216d218bfdef7ce6058924e07a7bf88e590b5eb0182a636a.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | f401873ae50e4e25400d51046a311b76b6d0458c70faa8f4dd97d547f515bf94 | [] | [] | photo_candidate | 002246f7c433d585216d218bfdef7ce6058924e07a7bf88e590b5eb0182a636a | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 726,509 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_5e2c0175025f70309bb5a39498e5227207c94de8411bd06d5731bc747262a4c2 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0022fbc25964a196d09ce9e7e92201160a161675875b833797e2deb9b51bbc81 | 0 | maize | null | 2faeabe6d5b17b69 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0022fbc25964a196d09ce9e7e92201160a161675875b833797e2deb9b51bbc81"
] | single_0022fbc25964a196d09ce9e7e92201160a161675875b833797e2deb9b51bbc81 | null | a885baeb5c4c512ee99d0f5430832fac3e309a02d0106abd08ea746c9faf1f49 | [] | [
"KaraAgro"
] | 4,032 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/73/0022fbc25964a196d09ce9e7e92201160a161675875b833797e2deb9b51bbc81.jpeg | image | Maize | healthy_05 | healthy_05 | [] | [] | train | b81a6a02d7387de4759f8bee7df24c4cb48c778f311d7efbed30aa417657a780 | [] | [] | photo_annotation_review | 0022fbc25964a196d09ce9e7e92201160a161675875b833797e2deb9b51bbc81 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 3,242,368 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_6ec1168c2b76fe3c5bfa30b828a9f3c67f47242b3c342fa47b8647a2dc34596b | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,024 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0024a67edbd4d2761168db2ddbeacb3bf139ba4a439986d2163c1618df688f02 | 0 | maize | null | c9cb6d2f2bf32797 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0024a67edbd4d2761168db2ddbeacb3bf139ba4a439986d2163c1618df688f02"
] | single_0024a67edbd4d2761168db2ddbeacb3bf139ba4a439986d2163c1618df688f02 | null | 1dd18f1252e5bffc3cd8658ccd82f4de39bea1a3770406a4e0e8afaa005fa608 | [] | [
"KaraAgro"
] | 1,080 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/ab/0024a67edbd4d2761168db2ddbeacb3bf139ba4a439986d2163c1618df688f02.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | 1cc5dfce06b4626521bd45a74062f6d7bf85743415b22243d9969f918a3f54ae | [] | [] | photo_annotation_review | 0024a67edbd4d2761168db2ddbeacb3bf139ba4a439986d2163c1618df688f02 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 99,705 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_e6321f9d7ba3fdcb0c1fa5c35e1193fa64730f83de0075dc788c9c041d81b3bb | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 810 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 00254392baded5c8065528d2a4e3e6a6159a059faafdabe507b02e8f653ba8cc | 0 | maize | null | 4dcf8d6dcdedcc8c | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"00254392baded5c8065528d2a4e3e6a6159a059faafdabe507b02e8f653ba8cc"
] | single_00254392baded5c8065528d2a4e3e6a6159a059faafdabe507b02e8f653ba8cc | null | 62db5b8d9d4aa9a68aec5eb59a70abf69c3b60a65518b15bf28daa446ca8db7a | [] | [
"LPGHKK"
] | 4,032 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/e8/00254392baded5c8065528d2a4e3e6a6159a059faafdabe507b02e8f653ba8cc.jpg | image | Maize | Healthy_1 | Healthy_1 | [] | [] | train | 8d83f8b5a82b46b8517b93e41aa791401126c94662fc6416dab2ee1a90a852fc | [] | [] | photo_candidate | 00254392baded5c8065528d2a4e3e6a6159a059faafdabe507b02e8f653ba8cc | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 4,665,275 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_55a49d7820af137de91c2d6a8a2ab3828798bec94960a8a0586f44b9567e604a | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 3,016 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 002a624d7c032da70ea07c62a9b04a4db4e36360da4edbb3c547601368e3684c | 0 | maize | null | 595373266ac2c666 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"002a624d7c032da70ea07c62a9b04a4db4e36360da4edbb3c547601368e3684c"
] | single_002a624d7c032da70ea07c62a9b04a4db4e36360da4edbb3c547601368e3684c | null | 1c7117fc88f89ce59aec7a037e0c3afb274e27fb1116b9f1c67d6f9969c5a92a | [] | [
"KaraAgro"
] | 992 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/aa/002a624d7c032da70ea07c62a9b04a4db4e36360da4edbb3c547601368e3684c.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | c580e78a7cda4e3a368b83ff407e5aaa1d1b347abc1b454ca2885b219080843f | [] | [] | photo_annotation_review | 002a624d7c032da70ea07c62a9b04a4db4e36360da4edbb3c547601368e3684c | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 103,938 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_2a64e4578e376d35bba26e3e14082afc43e6ea6d9be447a8cfb6a68831f72a4b | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 744 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13 | 1 | maize | mpo_frame0_photo_v1 | 1a6e0e0ec7c68606 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13"
] | single_002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13 | 3 | e1b8e0668e3f851e4eb83a657c74af0bed8c2bc7ea4eaeff7054e528e25330a3 | [] | [
"OSF_p67rz"
] | 4,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/f1/002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | 497edcf2dcc2281a4d22e4c29a7580dd7447e462f57ca786d118766e2498fa93 | [] | [] | photo_annotation_review | 002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 7,241,744 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_22015c5a724705b07c361ce573261e4bd4ac4710a099eb19b6fe89b4c811b496 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 6,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 17,
"candidate_image_ids": [
"002b7d97ee5a029699f92f0f1f99761d83456aec783b2b065be23cdd81019a13"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 17,
"doc... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b | 1 | maize | null | 5c958f9d9c9415a5 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b"
] | single_002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b | null | ffde2c4fa4db3a908fcf526e86685b5a48fe59b6dc35798e0c396bb86191c232 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/5f/002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b.jpg | image | Maize | [] | [] | train | 250f68b667a964f0b6bef51d1f3f86dd80381d9c97f3f7346a20f3495030e143 | [] | [] | photo_annotation_review | 002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,833,677 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_4583ad0f1f379f8b4e5898eb8680ffd0dbd5414d3193c5c75d44c28ad4148682 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC05734"
] | true | {
"acquisition": "boom",
"annotation_rows": 34,
"candidate_image_ids": [
"002c8f34c58944f06dfef12c1be0b35fe1ef38fa050b749a20945102369f246b"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 34,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 002d6cc75c5803f22bef37138b76d6aa558cf7a006a4e2f6c8fb4e6217bf6f87 | 2 | maize | null | 9880886ce13959f0 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"002d6cc75c5803f22bef37138b76d6aa558cf7a006a4e2f6c8fb4e6217bf6f87"
] | single_002d6cc75c5803f22bef37138b76d6aa558cf7a006a4e2f6c8fb4e6217bf6f87 | null | 133ba7b34c87d8827143315c482769794bfd6f3be1602fa6609aab07f2c06fc7 | [] | [
"KaraAgro"
] | 4,608 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/c7/002d6cc75c5803f22bef37138b76d6aa558cf7a006a4e2f6c8fb4e6217bf6f87.jpg | image | Maize | faw_03 | faw_03 | [] | [] | train | 85adc19ceec096a519d3bf7f4c2781451e933fac2f8091f5aa65fc4fdf92b2f6 | [] | [] | photo_annotation_review | 002d6cc75c5803f22bef37138b76d6aa558cf7a006a4e2f6c8fb4e6217bf6f87 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 6,976,848 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_242a2793f28b318afe06e2ee5957faf180d1002d25e54871f68b6cc0482d8fd8 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,456 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 0030893209222a6422fbb90fbd49937e88eb355e56a247e489387f0ef60c6491 | 0 | maize | null | 5e4e4cede96a6eef | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"0030893209222a6422fbb90fbd49937e88eb355e56a247e489387f0ef60c6491"
] | single_0030893209222a6422fbb90fbd49937e88eb355e56a247e489387f0ef60c6491 | null | 872d4d918898a00238f289aec67f6155c3d7376b029532d7d615220fb1d09f3f | [] | [
"LPGHKK"
] | 1,024 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/d7/0030893209222a6422fbb90fbd49937e88eb355e56a247e489387f0ef60c6491.jpg | image | Maize | Healthy_2 | Healthy_2 | [] | [] | train | 2dd8807c214b8584011fb34cf11e501f366c26eefbf3f15f2b789badade92adf | [] | [] | photo_candidate | 0030893209222a6422fbb90fbd49937e88eb355e56a247e489387f0ef60c6491 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 863,591 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_b384aaa3e5f6b84d5f7f0f57b2c32d41d86665ec89e04c058fa3785dd6dff4df | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 00333ae4123ecf5b7d1f066d5c125fc920c3eb458df2957d49f0edaa90ebe631 | 0 | maize | null | 4beb99929256723e | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"00333ae4123ecf5b7d1f066d5c125fc920c3eb458df2957d49f0edaa90ebe631"
] | single_00333ae4123ecf5b7d1f066d5c125fc920c3eb458df2957d49f0edaa90ebe631 | null | a2cae58193c1f643e060de3acc1191af3c1c2eb2a7e1c47423e4bf1c0b8ff053 | [] | [
"KaraAgro"
] | 810 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/13/00333ae4123ecf5b7d1f066d5c125fc920c3eb458df2957d49f0edaa90ebe631.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | 2995c60015864985f114bf857b9c7d29b7c6f000ae2d3421fcd46a86268cb0a8 | [] | [] | photo_annotation_review | 00333ae4123ecf5b7d1f066d5c125fc920c3eb458df2957d49f0edaa90ebe631 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 104,064 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_4b75f0596fcf08e332984c4e6b55a9eb711e921d1ebbc6cf6c43ae0fa2378dab | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 1,080 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0033d2f69db91e11de0502e518a000cfee90aebc8468731d1f460c1c0719d40c | 0 | maize | null | 0830381900004030 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0033d2f69db91e11de0502e518a000cfee90aebc8468731d1f460c1c0719d40c"
] | single_0033d2f69db91e11de0502e518a000cfee90aebc8468731d1f460c1c0719d40c | null | ef82a6780bac77ea34b8d314327f4cfa420b52b9c80036ef002a6b08a7038da8 | [] | [
"KaraAgro"
] | 2,448 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/e6/0033d2f69db91e11de0502e518a000cfee90aebc8468731d1f460c1c0719d40c.jpg | image | Maize | healthy_05 | healthy_05 | [] | [] | train | 39f5d174086605a80b472f24e04a1bae73fcc88295ee94edadec5f94fe56864c | [] | [] | photo_annotation_review | 0033d2f69db91e11de0502e518a000cfee90aebc8468731d1f460c1c0719d40c | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 1,006,310 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_5e824ecb6ce5483de3a4626b601707c5e7da1dcac6fb1f077edeb6fd18547696 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,264 | null | null | null | null | null | |
[] | [
"CCMT"
] | [
"CCMT"
] | healthy | [] | [] | 003447a5f24c4e4ba15a53f6e9ba9cffda11cadde1ac963df0c1ddd1fbf6056f | 0 | maize | null | db7ffffcfef9f8f1 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"003447a5f24c4e4ba15a53f6e9ba9cffda11cadde1ac963df0c1ddd1fbf6056f"
] | single_003447a5f24c4e4ba15a53f6e9ba9cffda11cadde1ac963df0c1ddd1fbf6056f | null | 4317996a6d4c68bacf4e3a3356030466c6997f531c1f322ad99f52e7a4c12eb5 | [] | [
"CCMT"
] | 400 | JPEG | healthy | Explicit maize healthy folder retained in normalized master; admitted to compatible tasks in v2 without a source-coverage restriction. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/fe/003447a5f24c4e4ba15a53f6e9ba9cffda11cadde1ac963df0c1ddd1fbf6056f.jpg | image | Maize | healthy | healthy | [] | [] | train | b2ba003898ec15ad25e57f42f49771bb60beda96db65aac4ec4cc1b2f7f465f2 | [] | [] | photo_candidate | 003447a5f24c4e4ba15a53f6e9ba9cffda11cadde1ac963df0c1ddd1fbf6056f | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 45,626 | CCMT | CCMT | {
"faw_vs_healthy": [
"CCMT"
],
"nlb_tlb_vs_healthy": [
"CCMT"
],
"screening3": [
"CCMT"
]
} | related_a14279ddbea3f7b19c0f8548f78dc0613e6cbb05e2924003813ca0d0dbc222c0 | included_classification | {
"faw_vs_healthy": [
"CCMT"
],
"nlb_tlb_vs_healthy": [
"CCMT"
],
"screening3": [
"CCMT"
]
} | decoded | 400 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 00375aa8957e5cb8e0e5b05c800f4815b3b0b21db5b4d6507e188f30b57dc292 | 0 | maize | null | 899b194437732c0c | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"00375aa8957e5cb8e0e5b05c800f4815b3b0b21db5b4d6507e188f30b57dc292"
] | single_00375aa8957e5cb8e0e5b05c800f4815b3b0b21db5b4d6507e188f30b57dc292 | null | f125c6d4bb020af64fa8cafcb866c40c860e42cf32e0acf0dae3ca4286cb65b6 | [] | [
"KaraAgro"
] | 4,000 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/76/00375aa8957e5cb8e0e5b05c800f4815b3b0b21db5b4d6507e188f30b57dc292.jpg | image | Maize | healthy_01 | healthy_01 | [] | [] | train | f348d739654c1e3f9bdeb27760ee7424d05502f848b9f2c712b46abc4cd0f457 | [] | [] | photo_annotation_review | 00375aa8957e5cb8e0e5b05c800f4815b3b0b21db5b4d6507e188f30b57dc292 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 2,711,865 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_eb3ad16867395fc51dbc225ab77842cf31f5e82549530ef4baa09a49a54346ee | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,000 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c | 1 | maize | null | cf8e4c58a82b5a73 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c"
] | single_0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c | null | 17e809d37fc16586053cef3f5b6c8aa20dadb4a5d02936604c5826055d6324b8 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/f0/0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c.jpg | image | Maize | [] | [] | train | 5e2719f59001e89249ea257b5f0118b1b09ccb8c7483022781708712263a1432 | [] | [] | photo_annotation_review | 0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,724,508 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_afe4878b0800e3d48fd2c0b6a41697d52f604f21c392acb9b4dc291b50d7bb1d | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC04979"
] | true | {
"acquisition": "boom",
"annotation_rows": 9,
"candidate_image_ids": [
"0038ff5a4dcd111a9dfff7e64974442f9272735077ff8d67cb13e369de2ba52c"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 9,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"line_endpoint_outside_cached_dimensions"
] | [] | 0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e | 1 | maize | null | 9ab4d3b764269579 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e"
] | single_0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e | null | d7a7b526f068e31a034f7fced132b5aa88abd92894671dad3fac71981c2071ad | [] | [
"OSF_p67rz"
] | 3,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/8e/0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e.jpg | image | Maize | [] | [
"line_endpoint_outside_cached_dimensions"
] | train | a3d8390c06a0cf668369026c17cdcc63ce882f39a8c1a3978771c87575cf8f4b | [] | [] | photo_annotation_review | 0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 2,081,162 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_8e2e8c857a135528eb2f3b39c3fee2e2097c92cd7f33d813fe38a33be4a38753 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 2,000 | [
"OSF_p67rz:boom:DSC05750"
] | true | {
"acquisition": "boom",
"annotation_rows": 25,
"candidate_image_ids": [
"0039c0279381c4cf74b0a2833db8e88eb754430cf87d0f06b9a3d040c7bd6c2e"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 25,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 003a1d4df485de29569c616f0fe43041cc16178c2252ab9da604d878019581d0 | 2 | maize | null | b1f372dc3c480e97 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"003a1d4df485de29569c616f0fe43041cc16178c2252ab9da604d878019581d0"
] | single_003a1d4df485de29569c616f0fe43041cc16178c2252ab9da604d878019581d0 | null | 5b7cdd16322e3e0b40d23181306e37b3110ac2627712801bc69a5311d03ef46b | [] | [
"KaraAgro"
] | 3,456 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/4d/003a1d4df485de29569c616f0fe43041cc16178c2252ab9da604d878019581d0.jpg | image | Maize | faw_01 | faw_01 | [] | [] | train | 5e628d992965d1428e6d350faff07955e31e4746047ae9bbd04f87fb7fb517f0 | [] | [] | photo_annotation_review | 003a1d4df485de29569c616f0fe43041cc16178c2252ab9da604d878019581d0 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 4,978,989 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_d30386b473bc0da5fe77b58f67817d8f723ce86511291267329f697492ecca5e | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 4,608 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df | 1 | maize | null | 3544333070f185c7 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df"
] | single_003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df | null | 2b28b6df3c9d765be0dcc0cda44c9aaccbfc5f9308d3a49641f47a33c4f7c1e4 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/3c/003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df.jpg | image | Maize | [] | [] | train | 11e3ce5c720d5ee606452d9df66b58d0cb6c2b4d3275df0adf83d539d8c2c083 | [] | [] | photo_annotation_review | 003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,673,534 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_b5136f8ed5a718a4b623400c98bdc8268a9f08d2d78644d33d9469de2eb6b6b7 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC02063"
] | true | {
"acquisition": "boom",
"annotation_rows": 9,
"candidate_image_ids": [
"003b21cd5197fbc46af1a0cabe9c1d908fb1eb3efe7a89f564f1887e0b0792df"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 9,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 003b6e4f1a1a7b7e7430591516a2e2f487df30c630f6e22673518dd216ffc328 | 2 | maize | null | 13aba15353a7070d | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"003b6e4f1a1a7b7e7430591516a2e2f487df30c630f6e22673518dd216ffc328"
] | single_003b6e4f1a1a7b7e7430591516a2e2f487df30c630f6e22673518dd216ffc328 | null | 1ba34f2fc8ac4e2e0f4bb16eaffa3c8d1342a8fb12dc56c7090909fe934a4d66 | [] | [
"KaraAgro"
] | 1,040 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/90/003b6e4f1a1a7b7e7430591516a2e2f487df30c630f6e22673518dd216ffc328.jpg | image | Maize | faw_01 | faw_01 | [] | [] | train | 98d5b8c6f2a340250caa0ee96a0ba0700d4ab3ac2629b4576a8abfc29bc88739 | [] | [] | photo_annotation_review | 003b6e4f1a1a7b7e7430591516a2e2f487df30c630f6e22673518dd216ffc328 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 96,008 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_815a0a8f547c5c137e42681945b2583f87a42356fa4989f9ce2638a4892fc092 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 520 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 003bf697a1070f1bcf2d4d58f1e7e22249277b5717f7a3fab081140f66d976a4 | 1 | maize | null | 2809098d0e0eafc7 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"003bf697a1070f1bcf2d4d58f1e7e22249277b5717f7a3fab081140f66d976a4"
] | single_003bf697a1070f1bcf2d4d58f1e7e22249277b5717f7a3fab081140f66d976a4 | null | 19c8a6041fe4047c9e0d2579bdcb1b46d9dc4e38d7d6aa9675392e3d6a3be861 | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/87/003bf697a1070f1bcf2d4d58f1e7e22249277b5717f7a3fab081140f66d976a4.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | 0653e7f231d4ad6e3d3599f3afb6ebb3130f209e3139804e793518dfb4858d80 | [] | [] | photo_candidate | 003bf697a1070f1bcf2d4d58f1e7e22249277b5717f7a3fab081140f66d976a4 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 572,224 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_5ef9c9531f537ef022c25a9f71f2ae13968d0ed6b6968dee8c650ede808a0f36 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 765 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 003d407ee0fa9c7af34c8cf965e69819517408c852c21f3cd41d31a2c9e3ed63 | 0 | maize | null | c5e1c3c7a3a3a222 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"003d407ee0fa9c7af34c8cf965e69819517408c852c21f3cd41d31a2c9e3ed63"
] | single_003d407ee0fa9c7af34c8cf965e69819517408c852c21f3cd41d31a2c9e3ed63 | null | 4ffce7524ba6761c81237b3e5e07fb0f57e642c1f2a94f0f087d40d5c8640764 | [] | [
"LPGHKK"
] | 1,024 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/1e/003d407ee0fa9c7af34c8cf965e69819517408c852c21f3cd41d31a2c9e3ed63.jpg | image | Maize | Healthy_1 | Healthy_1 | [] | [] | train | 630794dac78d878ff22a4ceb1ec6d726be835063115fcf758b2f68db37287fe5 | [] | [] | photo_candidate | 003d407ee0fa9c7af34c8cf965e69819517408c852c21f3cd41d31a2c9e3ed63 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 827,712 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_57c8039640400a3527c9f07c78ad1aa7a31235e25d92fc6c80651bb999f9a2da | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853 | 1 | maize | null | 2f8f9b33d3a76b61 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853"
] | single_003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853 | null | 8efdb006aa8d5ad45738363e2fff5c797bbcb3b0ef5dc7131d0609f1fd8203d5 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/48/003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853.jpg | image | Maize | [] | [] | train | 7dab352484a5ab2809eedd1197d8f6e93cc13d339c0b11fd1233f2bc49aa215f | [] | [] | photo_annotation_review | 003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,840,581 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_fbea79745d8729e00a56cba552effa7e83d349711534b78f967d940d23013276 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC03343"
] | true | {
"acquisition": "boom",
"annotation_rows": 18,
"candidate_image_ids": [
"003dc29a60aab07c2babb885667d033af840b88101794a0d8f341de45a79b853"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 18,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 003f464e819965ef94570cff8edb5fa928531ec20633ef10d23469c563147b77 | 0 | maize | null | c1c88c06040f5324 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"003f464e819965ef94570cff8edb5fa928531ec20633ef10d23469c563147b77"
] | single_003f464e819965ef94570cff8edb5fa928531ec20633ef10d23469c563147b77 | null | 8e455d07ba70232b7f6e3799cb14858488d583917825d97ec2f2b938bc416e84 | [] | [
"LPGHKK"
] | 768 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/7f/003f464e819965ef94570cff8edb5fa928531ec20633ef10d23469c563147b77.jpg | image | Maize | Healthy_2 | Healthy_2 | [] | [] | train | e5d1a729ed47030fb0d7ba8efa1f250e3c0a02f26024db993d9466de29ba1928 | [] | [] | photo_candidate | 003f464e819965ef94570cff8edb5fa928531ec20633ef10d23469c563147b77 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 676,467 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_fae2c24b82c4250ecd1d101c835615e7bc267f6f353f82163f7ac5ffdd601825 | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a | 1 | maize | mpo_frame0_photo_v1 | 3939c88890dd4169 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a"
] | single_0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a | 3 | 0d73ef4e08138c2cfc60d3655305bfdc8f5f57b1743c49854d9fe6ce6606522a | [] | [
"OSF_p67rz"
] | 4,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/ae/0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | 2b5bf692ba93a3c7247e40f956723e93d30abef8e65fd7f9b126368d12ad8c59 | [] | [] | photo_annotation_review | 0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 7,831,568 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_da5b2c17c67f5a4757d27a0ed8c67e1482c431fa06fbdfdf36fa6be8f230039b | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 6,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 1,
"candidate_image_ids": [
"0042de45f3030c074504f1ce303786af4235cafed847fa484c7cb1804499d38a"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 1,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 00439bd0f4c849ebcef3d95252901cd565a99db034afdeebb65c6ab4e795502e | 2 | maize | null | 0f0387868fccdc98 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"00439bd0f4c849ebcef3d95252901cd565a99db034afdeebb65c6ab4e795502e"
] | single_00439bd0f4c849ebcef3d95252901cd565a99db034afdeebb65c6ab4e795502e | null | 67f5649ece06b4342394cace4a873b81be0fe2d06b4a46c17bdc2fb4eb05e48e | [] | [
"KaraAgro"
] | 1,080 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/f2/00439bd0f4c849ebcef3d95252901cd565a99db034afdeebb65c6ab4e795502e.jpg | image | Maize | faw_02 | faw_02 | [] | [] | train | 98daee68461a304644bd9a63ad475ce43fe9f0e7dac92724458090a51387b4a4 | [] | [] | photo_annotation_review | 00439bd0f4c849ebcef3d95252901cd565a99db034afdeebb65c6ab4e795502e | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 86,219 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_395cb63e770cf6bb181f0ea6f6768c73d678d5736ba167f8877a8d573e9cd136 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 809 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 0043b67b925ccd682a1f9cce0dcc3539e93e3222f32742141a4bad91e73b55aa | 2 | maize | null | d0c181a66240d0d8 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0043b67b925ccd682a1f9cce0dcc3539e93e3222f32742141a4bad91e73b55aa"
] | single_0043b67b925ccd682a1f9cce0dcc3539e93e3222f32742141a4bad91e73b55aa | null | 354f36af166b00a9842b594a1e25d053b3bfde8e441cbada34ac11f0aa0d0dac | [] | [
"KaraAgro"
] | 2,268 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/d6/0043b67b925ccd682a1f9cce0dcc3539e93e3222f32742141a4bad91e73b55aa.jpg | image | Maize | faw_02 | faw_02 | [] | [] | train | 7700ac2bc684fdb8b4b3172b473da0d548845decf6e431cddf415329b52e021a | [] | [] | photo_annotation_review | 0043b67b925ccd682a1f9cce0dcc3539e93e3222f32742141a4bad91e73b55aa | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 4,609,003 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_db640d461955a7504953cbe3d59c20aee8a397bc4d68a79e321b824e76968596 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 4,032 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 0046ce384b0d8a639b5948489a5b4656086e6b94511510fc8dc028ee6ebb23ee | 0 | maize | null | ec68696166666021 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"0046ce384b0d8a639b5948489a5b4656086e6b94511510fc8dc028ee6ebb23ee"
] | single_0046ce384b0d8a639b5948489a5b4656086e6b94511510fc8dc028ee6ebb23ee | null | 98cc34635fe94f416a16953910a5fb89ee91f3171fc7075c9aa3126d12d38b24 | [] | [
"LPGHKK"
] | 1,024 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/76/0046ce384b0d8a639b5948489a5b4656086e6b94511510fc8dc028ee6ebb23ee.jpg | image | Maize | Healthy_1 | Healthy_1 | [] | [] | train | 7accf83a2e805b9b6291e6c4eb2eb6146722ae72995e9bb1d94c8bd7b1bfda71 | [] | [] | photo_candidate | 0046ce384b0d8a639b5948489a5b4656086e6b94511510fc8dc028ee6ebb23ee | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 821,359 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_e75556ee803d443a9a9be0151a49d33665ec4a32462b49ed383e6fd85132c6bb | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 0046d41df974c479f7933f2b7aa67d3b450b651e1cb009d6271c08bee7aef574 | 0 | maize | null | d8787027a6246687 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0046d41df974c479f7933f2b7aa67d3b450b651e1cb009d6271c08bee7aef574"
] | single_0046d41df974c479f7933f2b7aa67d3b450b651e1cb009d6271c08bee7aef574 | null | 6d596df3ec0b48d44fcabefee79c25d8b3bab4109bfd6fc42b7bf4c535019084 | [] | [
"KaraAgro"
] | 4,608 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/82/0046d41df974c479f7933f2b7aa67d3b450b651e1cb009d6271c08bee7aef574.jpg | image | Maize | healthy_03 | healthy_03 | [] | [] | train | 4440d111566a13dd6c4d22262caaa01a9b047aa8e0158ec3485a0de29e1a8aba | [] | [] | photo_annotation_review | 0046d41df974c479f7933f2b7aa67d3b450b651e1cb009d6271c08bee7aef574 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 4,738,093 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_1a5ea95f29672d0c368ddec4fb89700b8bd67201c2afe206b1375b8b241f8b49 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,456 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 004953e00f603da9a2b97c8fc3e1dff44fea8fdbbb74087aff0e39531b30646f | 0 | maize | null | 58e0701874dcb867 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"004953e00f603da9a2b97c8fc3e1dff44fea8fdbbb74087aff0e39531b30646f"
] | single_004953e00f603da9a2b97c8fc3e1dff44fea8fdbbb74087aff0e39531b30646f | null | 342fb0b7a34f78771a2ef302c8aa43088f3bfa25ddd27cf075fa5a5f80f2c42b | [] | [
"LPGHKK"
] | 768 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/5c/004953e00f603da9a2b97c8fc3e1dff44fea8fdbbb74087aff0e39531b30646f.jpg | image | Maize | Healthy_1 | Healthy_1 | [] | [] | train | 21393b56aac1659f41ee5e5c1bb8996010cdb841192d4c433fd45c1ed5e0ccb7 | [] | [] | photo_candidate | 004953e00f603da9a2b97c8fc3e1dff44fea8fdbbb74087aff0e39531b30646f | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 800,802 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_3539a4051fb407bb88a376cbbffb851466842021ee4bde6117f1a97fafa0b4fb | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 004b317e53c2e031e3399fb5bb7d890f0339de8457c146109ab077eea138c5f1 | 2 | maize | null | 4d095a5316793c1b | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"004b317e53c2e031e3399fb5bb7d890f0339de8457c146109ab077eea138c5f1"
] | single_004b317e53c2e031e3399fb5bb7d890f0339de8457c146109ab077eea138c5f1 | null | 302106b8514c24e71e4f59e89300ab58fc01fe153593acd37def41ba085f7f91 | [] | [
"KaraAgro"
] | 1,080 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/0f/004b317e53c2e031e3399fb5bb7d890f0339de8457c146109ab077eea138c5f1.jpg | image | Maize | faw_01 | faw_01 | [] | [] | train | 852c63addce5f7b6e2506c74f2dcba427b0c60653b0c7d112ce118056a673897 | [] | [] | photo_annotation_review | 004b317e53c2e031e3399fb5bb7d890f0339de8457c146109ab077eea138c5f1 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 102,819 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_c626e1b8b72dc94bb6435a03f514d3885c7d8ad2396e7f3737350000271d4d0d | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 810 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | healthy | [] | [] | 004db308f1229773e59a4bf71da89167c79f35506d0d3ec8beacc0715e88d6ae | 0 | maize | null | cc5e4715914bd958 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"004db308f1229773e59a4bf71da89167c79f35506d0d3ec8beacc0715e88d6ae"
] | single_004db308f1229773e59a4bf71da89167c79f35506d0d3ec8beacc0715e88d6ae | null | 8008ad0a24a1b595c69ec8fa6e4704ddfe22c55401ba7ff3909bf426ab9c519f | [] | [
"KaraAgro"
] | 1,000 | JPEG | healthy | Healthy archive-part context plus an explicit healthy-maize annotation and otherwise healthy-only annotation labels; neither missing XML nor an empty annotation creates healthy. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/a1/004db308f1229773e59a4bf71da89167c79f35506d0d3ec8beacc0715e88d6ae.jpg | image | Maize | healthy_03 | healthy_03 | [] | [] | train | b7602df5cf9c794162c878c8d1ceb769625988ef0353d4e7c59551b2f7f91c17 | [] | [] | photo_annotation_review | 004db308f1229773e59a4bf71da89167c79f35506d0d3ec8beacc0715e88d6ae | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 149,358 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_121fa1b7b627d8118f6dc21cab323b91f9751f639731943bdd121cc0517cb4ef | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"nlb_tlb_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 750 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf | 1 | maize | mpo_frame0_photo_v1 | 6b4e4ca909d89a9b | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf"
] | single_004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf | 3 | 7e1603717c161048801c097b9a276c2defe8f624ec50dd155ef1ba6dc5eae4ae | [] | [
"OSF_p67rz"
] | 4,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/ca/004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | 15a4f22fe6d390f459740441e21b36fe579c1ae6adb6fead8c76c3cbe40b079a | [] | [] | photo_annotation_review | 004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 7,340,048 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_24065feee90a8bac4d8241830249ef198cc849061eb38be6db5543695d4e1125 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 6,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 4,
"candidate_image_ids": [
"004f0eb24c17f53451dcec6873807b10c92bc18fb5bf00c1cca43cab22c1f9cf"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 4,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[
"Training",
"train"
] | [
"PlantSeg_17719108"
] | [
"PlantSeg_17719108"
] | nlb_tlb_like | [
"coco_csv_native_disease_text_disagrees",
"coco_dangling_annotation_category_id",
"coco_metadata_unavailable",
"coco_no_usable_category_annotation"
] | [] | 004f447d191882c4774f7a0f8dd6324913c05c29cc9268920fc49185c05776cb | 1 | maize | null | 3626263424262324 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | native_image_metadata | [
"004f447d191882c4774f7a0f8dd6324913c05c29cc9268920fc49185c05776cb"
] | single_004f447d191882c4774f7a0f8dd6324913c05c29cc9268920fc49185c05776cb | null | 6166662e4dd6e54326b218b6f2c89f310f45fe2680e9b4fa04a7e2e488146d8c | [
"Training",
"train"
] | [
"PlantSeg_17719108"
] | 750 | JPEG | nlb_tlb_like | Unique joined Metadata.csv Plant=Corn and Disease=corn northern leaf blight image label. Source can contribute positive-only images in v2. Segmentation validity is a separate task. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/f6/004f447d191882c4774f7a0f8dd6324913c05c29cc9268920fc49185c05776cb.jpg | image | Corn | corn northern leaf blight | [] | train | [
"coco_csv_native_disease_text_disagrees",
"coco_dangling_annotation_category_id",
"coco_metadata_unavailable",
"coco_no_usable_category_annotation"
] | train | 5d4355e159a58568d92202e918705a85ba5062a6f3b1d5a1f999811b27058a17 | [] | [] | photo_annotation_review | 004f447d191882c4774f7a0f8dd6324913c05c29cc9268920fc49185c05776cb | safemaize.dataset.v2 | nlb_tlb_like | pending_specific_reference_review | 0 | 277,313 | PlantSeg_17719108 | PlantSeg_17719108 | {
"nlb_tlb_vs_healthy": [
"PlantSeg_17719108"
],
"screening3": [
"PlantSeg_17719108"
]
} | related_cd735aed699ddcd5568dbb28390369d34f91682071e8ddc3620cf623848a577e | included_classification | {
"nlb_tlb_vs_healthy": [
"PlantSeg_17719108"
],
"screening3": [
"PlantSeg_17719108"
]
} | decoded | 1,000 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 004f64cf355380f3b230e51e8caf8e6c5524265476fcafeaabb1fad6ecf2af2c | 1 | maize | null | 4f0e4f4e4e4f6f66 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"004f64cf355380f3b230e51e8caf8e6c5524265476fcafeaabb1fad6ecf2af2c"
] | single_004f64cf355380f3b230e51e8caf8e6c5524265476fcafeaabb1fad6ecf2af2c | null | c7f12be57f24ba387afd309122c93834d5a5115d00a108912d5ffc0596f0cf6d | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/ca/004f64cf355380f3b230e51e8caf8e6c5524265476fcafeaabb1fad6ecf2af2c.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | 96f0082556b7da18fbaa322d94840226e195fd6c89e3370669efe4f4e68f6623 | [] | [] | photo_candidate | 004f64cf355380f3b230e51e8caf8e6c5524265476fcafeaabb1fad6ecf2af2c | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 520,784 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_0382cef549b0d3eb48513944c50f084f25ea58e690ea84f39d457aecd9ca908c | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 765 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 0052c4756c889687b6cc4636013e9a7244c2e1781bc39496630eda05b4291464 | 2 | maize | null | c9c859d918323653 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0052c4756c889687b6cc4636013e9a7244c2e1781bc39496630eda05b4291464"
] | single_0052c4756c889687b6cc4636013e9a7244c2e1781bc39496630eda05b4291464 | null | 44c0432a56657b97dfc1d33cd99c02bd559bf2a43318f4a14daefbb3f766cc77 | [] | [
"KaraAgro"
] | 2,268 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/af/0052c4756c889687b6cc4636013e9a7244c2e1781bc39496630eda05b4291464.jpg | image | Maize | faw_02 | faw_02 | [] | [] | train | 1a44d7ce418b6fd37c10ce9ea40ba7711a86135a3b9329b5ce0903c1f242d42f | [] | [] | photo_annotation_review | 0052c4756c889687b6cc4636013e9a7244c2e1781bc39496630eda05b4291464 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 4,264,975 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_fda10cb2e1c37811afa2ceba8ddd746e18cbb4109407ff06375e09205efa5ea7 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 4,032 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 0052e270ad11d96a7f384577fde36c06217d0b5a8c24fd8d8ad3b89eb3d7568a | 0 | maize | null | 933c3c1b0f0f0f96 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"0052e270ad11d96a7f384577fde36c06217d0b5a8c24fd8d8ad3b89eb3d7568a"
] | single_0052e270ad11d96a7f384577fde36c06217d0b5a8c24fd8d8ad3b89eb3d7568a | null | df7ee01b8b67b0d3e1b1d6cc40e1cdf48fd7885b416c9dacbb8dc6eb8e0f76d4 | [] | [
"LPGHKK"
] | 768 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/b4/0052e270ad11d96a7f384577fde36c06217d0b5a8c24fd8d8ad3b89eb3d7568a.jpg | image | Maize | Healthy_1 | Healthy_1 | [] | [] | train | bf76edd157e780698c2e4d2f339ad658a2dfeb0aa4121f242f6d211a2a5daf52 | [] | [] | photo_candidate | 0052e270ad11d96a7f384577fde36c06217d0b5a8c24fd8d8ad3b89eb3d7568a | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 783,489 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_cbad34de4447780fe6efd39c82a4b5415637e10951e6320224ffe77cf8895549 | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | nlb_tlb_like | [] | [] | 005414260712b4fee8f5fab4c4a7eb7c0587b7f5188f16add66f44bda653688c | 1 | maize | null | 0c0cc701f1f1c953 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | documented_native_label | [
"005414260712b4fee8f5fab4c4a7eb7c0587b7f5188f16add66f44bda653688c"
] | single_005414260712b4fee8f5fab4c4a7eb7c0587b7f5188f16add66f44bda653688c | null | cd05b77b0ea349186b9d83a866bcd1a880716d862cb73dea206c30ccff02f6d8 | [] | [
"LPGHKK"
] | 1,024 | JPEG | nlb_tlb_like | Maize_UG_Image_datasheet defines its MLB class as maize leaf blight, also known as northern corn leaf blight. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"review_scope": "Dataset documentation supports the class semantics. Source annotations remain public-source labels, without individual expert adjudication.",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Datasheet defines maize leaf blight (MLB) as als... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/a9/005414260712b4fee8f5fab4c4a7eb7c0587b7f5188f16add66f44bda653688c.jpg | image | Maize | MLB_2 | MLB_2 | [] | [] | train | 54d59c5977ed5b61bcec02401a10581d44ddbbddcd8ad2a9721480ef44fe0202 | [] | [] | photo_candidate | 005414260712b4fee8f5fab4c4a7eb7c0587b7f5188f16add66f44bda653688c | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 909,991 | LPGHKK | LPGHKK | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_7501f179ad34fee403d4eb1b0b59d049d5f9a176799542ab9b9af29ea302e1e8 | included_classification | {
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 1,024 | null | null | null | null | null | |
[
"TRAIN",
"train"
] | [
"PlantDoc"
] | [
"PlantDoc-Dataset",
"PlantDoc-Object-Detection-Dataset"
] | nlb_tlb_like | [] | [] | 0057dbe479b33d11eb97ae1c3480f5532d28a5cbf9483e0df48db735068a8b29 | 1 | maize | null | 56662e2cc6a1b577 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"0057dbe479b33d11eb97ae1c3480f5532d28a5cbf9483e0df48db735068a8b29",
"69569147eb49175e0d2c2300c4bb426f7f988dcd8bab4076a04925a857c692ef"
] | exact_b837a40464f4ddf0e8197212 | null | 4b8e95347f2f2dc23966bec1bfc9663ee5e6220e766a51956179a6b1fbe9a672 | [
"TRAIN",
"train"
] | [
"PlantDoc"
] | 240 | JPEG | nlb_tlb_like | Native Corn leaf blight folder mapped to NLB/TLB-like following Ahmad et al. (2023). Public-source label bootstrap; no new per-image expert review gate. Existing technical and recorded conflict holds remain. | [
{
"authors": "Aanis Ahmad, Aly El Gamal, Dharmendra Saraswat",
"doi": "10.1109/ACCESS.2023.3240100",
"section": "II-A-2, page 9044",
"support": "The study explicitly renames PlantDoc blight to NLB and selects NLB images. We use this as class-level semantic support, without claiming to reproduce that... | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/73/0057dbe479b33d11eb97ae1c3480f5532d28a5cbf9483e0df48db735068a8b29.jpg | image | Maize | Corn leaf blight | Corn leaf blight | [] | train | [] | train | d139839a1884296e0ef5428d5b282149625f18ff858b1219439020a732f8f610 | [] | [] | photo_candidate | 0057dbe479b33d11eb97ae1c3480f5532d28a5cbf9483e0df48db735068a8b29 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 26,596 | PlantDoc | PlantDoc-Dataset | {
"nlb_tlb_vs_healthy": [
"PlantDoc"
],
"screening3": [
"PlantDoc"
]
} | related_2261ac302e2ef7a15914e3bbefc79c7ff89f0a78b27f8c49a09a41e01322156c | included_classification | {
"nlb_tlb_vs_healthy": [
"PlantDoc"
],
"screening3": [
"PlantDoc"
]
} | decoded | 362 | null | null | null | null | null |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2 | 1 | maize | mpo_frame0_photo_v1 | 4f1f1e0d1d1e8d99 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2"
] | single_005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2 | 1 | e9303de7291448fa583257f912d53324639399be012085d5b89bbef49fc57cff | [] | [
"OSF_p67rz"
] | 4,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/19/005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2.jpg | image | Maize | [] | [] | train | 1229f8ad51b5fdea16327b8447a963069392dac9769f752b53465c878d3f9cc6 | [] | [] | photo_annotation_review | 005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 4,947,968 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_8fdb620bc48432c456b4757922788ca6d695c4799a4a373fbf9a51af010723e6 | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 6,000 | [] | true | {
"acquisition": "handheld",
"annotation_rows": 9,
"candidate_image_ids": [
"005b82e5c06e44469983b18ced7be1ab6052be6d8bb7a7ab2a9dee35ca519ee2"
],
"csv_path": "annotations_handheld.csv",
"csv_sha256": "1705f3757468428188ab18ce3dd6acb437a040c8fa70952d53b95af9ca6ab08a",
"distinct_coordinate_lines": 9,
... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 005daea12ea55831d70c996b3150cef544cee79c5f1ead9ad2a6b6c95f888520 | 2 | maize | null | 9b4965e5b539656b | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"005daea12ea55831d70c996b3150cef544cee79c5f1ead9ad2a6b6c95f888520"
] | single_005daea12ea55831d70c996b3150cef544cee79c5f1ead9ad2a6b6c95f888520 | null | 5a4e4c231ba59e818c7b6b70233b9d43fb5df70b694a8b65443d31763664a315 | [] | [
"KaraAgro"
] | 1,040 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/2f/005daea12ea55831d70c996b3150cef544cee79c5f1ead9ad2a6b6c95f888520.jpg | image | Maize | faw_01 | faw_01 | [] | [] | train | eedba9311edcb8f5a5b98c797e67554ce9f9a352590337ca331e5348948107bf | [] | [] | photo_annotation_review | 005daea12ea55831d70c996b3150cef544cee79c5f1ead9ad2a6b6c95f888520 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 108,134 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_48e89377b79cbe4b8cfda0cc7a24ec031b5620da60c4835b78c09ab9a38ee480 | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 468 | null | null | null | null | null | |
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [
"nondefault_exif_geometry_pending"
] | [] | 00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4 | 1 | maize | mpo_frame0_photo_v1 | be9ad3673686282a | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4"
] | single_00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4 | 3 | 940039a10afa5daa7f8e107e894547b3d441e335f21aed5acc3f49d525923650 | [] | [
"OSF_p67rz"
] | 4,000 | MPO | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/ec/00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4.jpg | image | Maize | [] | [
"nondefault_exif_geometry_pending"
] | train | 7674dd98aeb2d620712b19d1b5cb99ca090bcceebd8130b1130783563a9d175d | [] | [] | photo_annotation_review | 00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 6,684,688 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_2a7b132c30f755c7b8c6fc2637c03e69b156cc707e43bf0dfcf4d2d10b321d3e | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 6,000 | [] | true | {
"acquisition": "drone",
"annotation_rows": 2,
"candidate_image_ids": [
"00602250c32e37f30da00d496eb7a880c97caf743eea464a43cb3afe4c6c85b4"
],
"csv_path": "annotations_drone.csv",
"csv_sha256": "fbf734b04f1cb548681aa1d416b3d524ca412c86d13a320fa1a4d156a8e117c9",
"distinct_coordinate_lines": 2,
"docum... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697 | 1 | maize | null | c69296164e1a3312 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697"
] | single_0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697 | null | bd56904bf268b6dedfdc21efff407e46596451ae4dcc05ba6e9a14232872ce94 | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/4f/0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697.jpg | image | Maize | [] | [] | train | 3b2c83bfc6a20c288f8f28b3b27366547b65a78adfcc68561d29968808f42520 | [] | [] | photo_annotation_review | 0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697 | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,736,403 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_87582f72830032c22b56d741e4cda6a589610701a6d861f2fa8779dc07dc019c | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC03352"
] | true | {
"acquisition": "boom",
"annotation_rows": 7,
"candidate_image_ids": [
"0060749fb817dfcb87f0ccaa75deeef942b6744e7047b206742b156d14f0c697"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 7,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"OSF_p67rz"
] | [
"OSF_p67rz"
] | nlb_tlb_like | [] | [] | 0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e | 1 | maize | null | d30bcb232d959727 | false | true | [
"nlb_tlb_vs_healthy",
"screening3"
] | expert_NLB_line_presence | [
"0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e"
] | single_0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e | null | 95886ba696d42f3b6c601f32d4b808e494179d41b913b0f7f58794be840aa84b | [] | [
"OSF_p67rz"
] | 2,000 | JPEG | nlb_tlb_like | The original dataset paper identifies expert line annotations as northern leaf blight lesions. A uniquely joined image with valid nonzero lesion lines supports NLB presence. Zero-marker images are not assigned healthy. Conflicting zero/positive annotations remain held. | [
{
"doi": "10.1186/s13104-018-3548-6",
"support": "Expert NLB lesion-axis annotations; source includes handheld, boom and drone images. Boom quarter-crops share a parent photograph.",
"url": "https://link.springer.com/article/10.1186/s13104-018-3548-6"
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/cb/0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e.jpg | image | Maize | [] | [] | train | 1962ccc7c0fbc75b81f52063cd322f09997eed4d9851f9af5db0661df886d024 | [] | [] | photo_annotation_review | 0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e | safemaize.dataset.v2 | nlb_tlb_like | null | 0 | 1,823,220 | OSF_p67rz | OSF_p67rz | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | related_79035d781d648a1c8f38f502747e1eda60678e64ff04b6da56c5a4070d8ec60f | included_classification | {
"nlb_tlb_vs_healthy": [
"OSF_p67rz"
],
"screening3": [
"OSF_p67rz"
]
} | decoded | 3,000 | [
"OSF_p67rz:boom:DSC02362"
] | true | {
"acquisition": "boom",
"annotation_rows": 4,
"candidate_image_ids": [
"0061983f427bab168f9a5f9b5bdf5d9799a739ddbc91e88eb00c116cdac4e04e"
],
"csv_path": "annotations_boom.csv",
"csv_sha256": "0fae166e2310ccfe0ed90795b959864032941dbcc605090ffa27e713297f094e",
"distinct_coordinate_lines": 4,
"documen... | {
"faw_feeding_injury": false,
"nlb_tlb_like": true
} | {
"faw_feeding_injury": null,
"nlb_tlb_like": 1
} | |||
[] | [
"LPGHKK"
] | [
"LPGHKK"
] | healthy | [] | [] | 00660afdf76fd10235aafe763723d2e538fd300051f9c15f3657ad553a520ec5 | 0 | maize | null | 272f0f0f0f468783 | false | true | [
"faw_vs_healthy",
"nlb_tlb_vs_healthy",
"screening3"
] | native_folder_or_source_label | [
"00660afdf76fd10235aafe763723d2e538fd300051f9c15f3657ad553a520ec5"
] | single_00660afdf76fd10235aafe763723d2e538fd300051f9c15f3657ad553a520ec5 | null | 90b26d17059414d81e39a80be20a9c681ad4f77d50758c38447578f7f7be6876 | [] | [
"LPGHKK"
] | 1,024 | JPEG | healthy | Explicit native healthy archive-part class in the dataset documentation; available for matched source controls. | [
{
"dataset_doi": "10.7910/DVN/LPGHKK",
"source": "Maize_UG_Image_datasheet.pdf",
"support": "Dataset healthy archive class."
}
] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/5b/00660afdf76fd10235aafe763723d2e538fd300051f9c15f3657ad553a520ec5.jpg | image | Maize | Healthy_2 | Healthy_2 | [] | [] | train | 27305cbc2c8ce933bed306ca8367bba96cb28158eb6f6d94682efc385c676e20 | [] | [] | photo_candidate | 00660afdf76fd10235aafe763723d2e538fd300051f9c15f3657ad553a520ec5 | safemaize.dataset.v2 | healthy_no_clear_foliar_stress | null | 0 | 514,712 | LPGHKK | LPGHKK | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | related_d256550e727200f5d816caecf22b217ba45e4e69e29cd48f8adbb46fa16dc6b5 | included_classification | {
"faw_vs_healthy": [
"LPGHKK"
],
"nlb_tlb_vs_healthy": [
"LPGHKK"
],
"screening3": [
"LPGHKK"
]
} | decoded | 765 | null | null | null | null | null | |
[] | [
"KaraAgro"
] | [
"KaraAgro"
] | faw_feeding_injury | [] | [] | 0067e83823dec71b03749c86f4a9d598d09e41ab724e7bdf83b02a30d5af9e26 | 2 | maize | null | fdd5bc7cbb1d2026 | false | true | [
"faw_vs_healthy",
"screening3"
] | native_object_label_with_image_context | [
"0067e83823dec71b03749c86f4a9d598d09e41ab724e7bdf83b02a30d5af9e26"
] | single_0067e83823dec71b03749c86f4a9d598d09e41ab724e7bdf83b02a30d5af9e26 | null | 27dcac616933426e53fe2e4924e6572f6a1ffa10b652cde49133ab6b5d819e3d | [] | [
"KaraAgro"
] | 4,608 | JPEG | faw_feeding_injury | An explicit linked larval-damage region supports presence of source-annotated feeding injury. Other named stress or unknown annotation content blocks the primary exclusive image target. This is a provisional image-presence label, not a laboratory or expert SafeMaize diagnosis. | [] | source_labels_only_not_individually_adjudicated | source_annotation_normalized | images/79/0067e83823dec71b03749c86f4a9d598d09e41ab724e7bdf83b02a30d5af9e26.jpg | image | Maize | faw_03 | faw_03 | [] | [] | train | f117ba32b003ccc061223248c4233093d8ca7a2b5c94797c84ee1e43e7d2d1db | [] | [] | photo_annotation_review | 0067e83823dec71b03749c86f4a9d598d09e41ab724e7bdf83b02a30d5af9e26 | safemaize.dataset.v2 | faw_feeding_injury | null | 0 | 3,190,275 | KaraAgro | KaraAgro | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | related_943708e97cc4d21bade13cd575ebe75672cbacb8a90bc89dd7e5f5d20c79168f | included_classification | {
"faw_vs_healthy": [
"KaraAgro"
],
"screening3": [
"KaraAgro"
]
} | decoded | 3,456 | null | null | null | null | null |
SafeMaize v2
We use this preliminary public-source dataset for maize screening experiments. The export contains 46,143 distinct images, including 40,385 core classification images. Files retain their original bytes and recorded frame-selection rules.
| Core class | Images |
|---|---|
| nlb_tlb_like | 20,661 |
| healthy | 14,108 |
| faw_feeding_injury | 5,616 |
| Core screening task split | Images |
|---|---|
| train | 28,269 |
| val | 4,039 |
| calibration | 4,038 |
| test | 4,039 |
| Core primary source | Images |
|---|---|
| LPGHKK | 10,605 |
| OSF_p67rz | 13,574 |
| KaraAgro | 11,154 |
| Figshare_28388018 | 308 |
| CCMT | 203 |
| PlantSeg_17719108 | 87 |
| PlantDoc-Dataset | 184 |
| PlantVillage | 2,147 |
| Seasonal_Corn_vy629dngm8 | 1,035 |
| CDS_s6ru5 | 497 |
| Maize_Nutrient_34gb2gr7p2 | 72 |
| MLD | 364 |
| PlantDoc-Object-Detection-Dataset | 5 |
| ICAR_Crop_Disease_Drive | 150 |
Download and use
hf download OWNER/REPOSITORY --repo-type dataset --local-dir ./safemaize_v2
cd safemaize_v2
python -m pip install -r requirements.txt
python verify.py
from dataset import ImageDataset
train = ImageDataset("tasks/screening3/train.jsonl")
validation = ImageDataset("tasks/screening3/val.jsonl")
The loader returns RGB images with the recorded frame and EXIF orientation. Provide model-specific transforms; use random augmentation only for training.
The task_views/ folder adds the pooled disease-task views, including NLB
presence, FAW association and two masked targets. Their native definitions and
class IDs remain in each task's summary.json. Unknown targets remain unknown.
FAW association does not establish visible feeding injury in every image.
additional_samples.jsonl inventories images added by these task views. It has
no global class ID: use the task manifests for labels. These additional pooled
views must not be appended to source-heldout training without a new split plan.
from dataset import TargetDataset
masked = TargetDataset("task_views/masked_two_target/train.jsonl")
Contents
images/: original image files stored once across the exported task union.samples.jsonl: core classification samples.tasks/: core three-class task, binary comparisons and qualifying source-heldout folds.partition_plan/: original core assignments, including unused fold records.labels.json: the version's class and source mapping policy.dataset.pyandverify.py: portable loading and verification scripts.
Task views overlap. Adding their row counts overcounts independent images. Use each task's class mapping, including when the same class has another ID in another task. Keep the adjacent summary with every manifest. Source-heldout folds use separate assignments and models from the pooled experiments.
Labels follow public source annotations and documented mappings. Healthy is an explicit source label. We do not infer overall health from missing annotations. The export excludes raw-source catalogs, rejected images and intermediate caches. Original source attribution and terms continue to apply. The source registry, when supplied, records that information.
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