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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Invalid string class label imgs
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1537, in _prepare_split_single
                  example = self.info.features.encode_example(record) if self.info.features is not None else record
                            ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 2162, in encode_example
                  return encode_nested_example(self, example)
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1446, in encode_nested_example
                  {k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
                      ~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1469, in encode_nested_example
                  return schema.encode_example(obj) if obj is not None else None
                         ~~~~~~~~~~~~~~~~~~~~~^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1144, in encode_example
                  example_data = self.str2int(example_data)
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1081, in str2int
                  output = [self._strval2int(value) for value in values]
                            ~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1102, in _strval2int
                  raise ValueError(f"Invalid string class label {value}")
              ValueError: Invalid string class label imgs
              
              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 1382, 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 1560, 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
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
000001_aardvark
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
200002_abacus
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
400003_accordion
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
600004_acorn
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
800005_air_conditioner
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1000006_air_mattress
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1200007_air_pump
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1400008_airbag
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1600009_airboat
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
1800010_airplane
End of preview.

THINGS EEG2

Raw and preprocessed EEG recordings of 10 participants, each with 82,160 trials spanning 16,740 image conditions coming from the THINGS database. Developed and originally uploaded by the Things Initiative. This public project can be found here.

This repository provides a way to access the data via HuggingFace hub, particularly the Raw EEG data, found here and the image set, found here.

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