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Datasets:
haffnerj
/
military_vehicles

Tasks:
Image Classification
Modalities:
Image
Languages:
English
Size:
10K<n<100K
ArXiv:
License:
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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Invalid string class label train_fine
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1593, in _prepare_split_single
                  example = self.info.features.encode_example(record) if self.info.features is not None else record
                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 2152, in encode_example
                  return encode_nested_example(self, example)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1437, in encode_nested_example
                  {k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1460, in encode_nested_example
                  return schema.encode_example(obj) if obj is not None else None
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1143, in encode_example
                  example_data = self.str2int(example_data)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1080, in str2int
                  output = [self._strval2int(value) for value in values]
                            ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1101, in _strval2int
                  raise ValueError(f"Invalid string class label {value}")
              ValueError: Invalid string class label train_fine
              
              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 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1633, in _download_and_prepare
                  super()._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1438, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1616, 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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image
image
label
class label
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
2Air Defense
End of preview.

Citation

If you use this dataset, please cite the following paper:

@article{kricheli2024error,
  title={Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge},
  author={Kricheli, Joshua Shay and Vo, Khoa and Datta, Aniruddha and Ozgur, Spencer and Shakarian, Paulo},
  journal={arXiv preprint arXiv:2407.15192},
  year={2024}
}
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