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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 6 new columns ({' 52', ' 368', ' 216', '/home/thecoderman/Downloads/flag_dataset/train/images/22c364fb24e940ae.jpg', ' 221', ' flag '}) and 2 missing columns ({'0', 'flag'}).

This happened while the csv dataset builder was generating data using

hf://datasets/BRAIN-TR/flag-dataset/flag_dataset/flags/maskDetectorData.csv (at revision 559f70700ed29184710746606cd34faa4afebd80)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              /home/thecoderman/Downloads/flag_dataset/train/images/22c364fb24e940ae.jpg: string
               221: int64
               52: int64
               368: int64
               216: int64
               flag : string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1041
              to
              {'flag': Value(dtype='null', id=None), '0': Value(dtype='null', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 6 new columns ({' 52', ' 368', ' 216', '/home/thecoderman/Downloads/flag_dataset/train/images/22c364fb24e940ae.jpg', ' 221', ' flag '}) and 2 missing columns ({'0', 'flag'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/BRAIN-TR/flag-dataset/flag_dataset/flags/maskDetectorData.csv (at revision 559f70700ed29184710746606cd34faa4afebd80)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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/home/thecoderman/Downloads/flag_dataset/train/images/22c364fb24e940ae.jpg
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flag
End of preview.

Flag dataset, görüntü üzerinde bulunan bayrak resimlerini tanımak için oluşturulmuş bir verisetidir. Veriler google images üzerinden temin edilmiş ve düzenlenmiştir. Burada bulunan verilerin tüm hakkı brain-tr tarafından saklı tutulmaktadır.

Veri seti sadece flag sınıfından oluşmaktadır ve nesne algılama problemlerinde kullanılır. Veri setine ilişkin genel özellikler ise şu şekildedir:

  • Veri seti yolo formatındadır. Fakat brain-tr reposunda yolo2Voc, yolo2Coco gibi dosyalar mevcuttur. Bunları kullanarak istediğiniz formata dönüştürebilirsiniz.
  • Veri seti toplamda 29.375 kayıt içermektedir.
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