Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
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 dataset

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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
End of preview.

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.py and verify.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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