Datasets:

EGOISTyrh
/

agrilargecaptions5

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
image_id: string
relative_path: string
class_name: string
captions: list<item: string>
  child 0, item: string
caption: string
to
{'image_id': Value('string'), 'relative_path': Value('string'), 'class_name': Value('string'), 'caption': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              image_id: string
              relative_path: string
              class_name: string
              captions: list<item: string>
                child 0, item: string
              caption: string
              to
              {'image_id': Value('string'), 'relative_path': Value('string'), 'class_name': Value('string'), 'caption': Value('string')}
              because column names don't match
              
              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 1683, 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 1869, 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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End of preview.

AgriLarge 5-Caption Structured Dataset

Large-scale agricultural leaf image dataset with 5-angle structured captions. No disease names in captions.

Images: 52,944
Classes: 58
Captions per image: 5
Splits: Train/Val/Test (80/10/10)

Downloads last month: 25

Total file size:

3.33 GB

image_id string	relative_path string	class_name string	caption string
Apple Apple scab/Apple_Apple_scab1	Apple Apple scab/Apple_Apple_scab1.jpg	Apple Apple scab	Numerous small, dark brown spots are scattered across the leaf surface, varying in size but generally clustered near the central vein.
Apple Apple scab/Apple_Apple_scab1	Apple Apple scab/Apple_Apple_scab1.jpg	Apple Apple scab	Individual lesions appear slightly sunken with irregular borders, some showing a subtle concentric pattern resembling a target-like structure.
Apple Apple scab/Apple_Apple_scab1	Apple Apple scab/Apple_Apple_scab1.jpg	Apple Apple scab	The affected areas exhibit a deep olive-brown hue, contrasting sharply with the surrounding green tissue, which remains largely intact.
Apple Apple scab/Apple_Apple_scab1	Apple Apple scab/Apple_Apple_scab1.jpg	Apple Apple scab	Symptoms are most concentrated along the midrib and major veins, with fewer spots appearing toward the leaf margins.
Apple Apple scab/Apple_Apple_scab1	Apple Apple scab/Apple_Apple_scab1.jpg	Apple Apple scab	Compared to a healthy leaf, these lesions are distinctly darker and more textured, lacking the uniformity and smoothness of undamaged foliage.
Apple Apple scab/Apple_Apple_scab10	Apple Apple scab/Apple_Apple_scab10.jpg	Apple Apple scab	Numerous dark, irregularly shaped lesions cluster along the central vein and spread outward toward the leaf margins.
Apple Apple scab/Apple_Apple_scab10	Apple Apple scab/Apple_Apple_scab10.jpg	Apple Apple scab	Individual spots are elongated with slightly raised, rough-textured borders and a mottled, dark brown interior.
Apple Apple scab/Apple_Apple_scab10	Apple Apple scab/Apple_Apple_scab10.jpg	Apple Apple scab	The affected areas display a deep, almost black discoloration contrasting sharply with the vibrant green of the healthy tissue.
Apple Apple scab/Apple_Apple_scab10	Apple Apple scab/Apple_Apple_scab10.jpg	Apple Apple scab	Symptoms are concentrated primarily along the midrib and secondary veins, with some extending to the edges of the leaf.
Apple Apple scab/Apple_Apple_scab10	Apple Apple scab/Apple_Apple_scab10.jpg	Apple Apple scab	Unlike typical nutrient deficiencies, these lesions exhibit a distinct veinal pattern and lack uniformity in size or shape.
Apple Apple scab/Apple_Apple_scab100	Apple Apple scab/Apple_Apple_scab100.jpg	Apple Apple scab	Numerous small, dark brown to black spots are scattered across the leaf surface, varying in size but generally clustered near the central vein.
Apple Apple scab/Apple_Apple_scab100	Apple Apple scab/Apple_Apple_scab100.jpg	Apple Apple scab	Individual lesions appear slightly sunken and irregularly shaped, with a rough texture and no distinct halo surrounding them.
Apple Apple scab/Apple_Apple_scab100	Apple Apple scab/Apple_Apple_scab100.jpg	Apple Apple scab	The affected areas exhibit a deep, almost purplish-brown hue, contrasting sharply with the otherwise vibrant green of the healthy leaf tissue.
Apple Apple scab/Apple_Apple_scab100	Apple Apple scab/Apple_Apple_scab100.jpg	Apple Apple scab	Symptoms are concentrated along the midrib and major veins, with some spread extending toward the leaf margins.
Apple Apple scab/Apple_Apple_scab100	Apple Apple scab/Apple_Apple_scab100.jpg	Apple Apple scab	Compared to a healthy leaf, these lesions lack the uniformity and smoothness of normal tissue, presenting as irregular, discolored patches that disrupt the leaf's natural appearance.
Apple Apple scab/Apple_Apple_scab1000	Apple Apple scab/Apple_Apple_scab1000.jpg	Apple Apple scab	Numerous dark, irregularly shaped lesions are scattered across the leaf surface, varying in size but predominantly clustered toward the center and edges.
Apple Apple scab/Apple_Apple_scab1000	Apple Apple scab/Apple_Apple_scab1000.jpg	Apple Apple scab	Individual spots exhibit a rough, slightly raised texture with fuzzy borders, some merging into larger patches while others remain distinct.
Apple Apple scab/Apple_Apple_scab1000	Apple Apple scab/Apple_Apple_scab1000.jpg	Apple Apple scab	The affected areas display a deep olive-green hue, contrasting sharply with the surrounding healthy green tissue, which retains its vibrant tone.
Apple Apple scab/Apple_Apple_scab1000	Apple Apple scab/Apple_Apple_scab1000.jpg	Apple Apple scab	Symptoms are concentrated along the central vein and near the leaf margins, forming a pattern that follows the natural structure of the leaf.
Apple Apple scab/Apple_Apple_scab1000	Apple Apple scab/Apple_Apple_scab1000.jpg	Apple Apple scab	Compared to a healthy leaf, this one shows significant discoloration and textural changes confined to specific zones, distinguishing it from general nutrient deficiencies or mechanical damage.
Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Numerous small, dark brown to black spots are scattered across the leaf surface, with a higher concentration along the central vein and near the damaged edge.
Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Individual lesions appear as irregularly shaped, slightly sunken spots with rough, crumbly texture and indistinct borders, lacking any distinct halo.
Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	The affected areas exhibit a dull, darkened green hue compared to the surrounding healthy tissue, with no powdery or fuzzy coating present.
Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Symptoms are most prominent along the midrib and near the torn leaf margin, with fewer spots distributed toward the leaf tip and base.
Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1001.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	The combination of dark, irregular spots concentrated along veins and edges, coupled with the absence of secondary fungal growth, distinguishes these symptoms from common foliar diseases.
Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip.jpg	Apple Apple scab	Numerous dark, irregularly shaped lesions are scattered across the leaf surface, with a higher concentration along the central vein and near the leaf margins.
Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip.jpg	Apple Apple scab	Individual lesions appear as small, circular to oval spots with slightly raised, rough-textured centers and darker, more defined borders.
Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip.jpg	Apple Apple scab	The affected areas exhibit a deep brownish-black hue, contrasting sharply with the surrounding green tissue, which remains largely intact but shows subtle discoloration.
Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip.jpg	Apple Apple scab	Symptoms are most prominent along the midrib and edges of the leaf, with some lesions extending toward the base, while the upper portions remain relatively unaffected.
Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1001.jpg_Horizontally_flip.jpg	Apple Apple scab	Compared to a healthy leaf, this one displays distinct dark spots that disrupt the uniform green coloration, with no signs of yellowing or necrosis beyond the localized lesions.
Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Numerous small, dark spots are scattered across the leaf surface, varying in size but generally clustered near the central vein and along the edges.
Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Individual lesions appear as irregularly shaped, slightly sunken spots with rough, crinkled borders and a mottled internal texture.
Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	The affected areas display a mix of dark brown to black hues, contrasting sharply with the surrounding green tissue, which remains largely intact.
Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Symptoms are most concentrated along the midrib and near the leaf margins, with fewer spots observed toward the center of the leaf blade.
Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically	Apple Apple scab/Apple_Apple_scab1002.jpg_Flip_Horizontally_and_Vertically.jpg	Apple Apple scab	Compared to a healthy leaf, these lesions exhibit distinct discoloration and textural changes, setting them apart from typical wear or minor damage.
Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip.jpg	Apple Apple scab	Numerous small, dark spots are scattered across the leaf surface, varying in size but generally clustered near the central vein.
Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip.jpg	Apple Apple scab	Individual lesions appear as irregularly shaped, slightly sunken spots with rough, crinkled edges and a mottled internal texture.
Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip.jpg	Apple Apple scab	The affected areas exhibit a deep olive-green hue, contrasting sharply with the vibrant green of the healthy leaf tissue surrounding them.
Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip.jpg	Apple Apple scab	Symptoms are concentrated primarily along the midrib and major veins, with fewer spots appearing on the broader leaf blade.
Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip	Apple Apple scab/Apple_Apple_scab1002.jpg_Horizontally_flip.jpg	Apple Apple scab	Compared to a healthy leaf, these lesions show distinct discoloration and textural changes that differentiate them from typical nutrient deficiencies or mechanical damage.