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Datasets:
dinhanhx
/
TextCaps-vi

Tasks:
Image-to-Text
Sub-tasks:
image-captioning
Languages:
Vietnamese
English
Tags:
TextCaps
TextCaps-vi
License:
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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
struct<image_id: string, flickr_original_url: string, flickr_300k_url: string, image_width: int64, image_height: int64, set_name: string, image_name: string, image_path: string, caption_id: int64, caption_str: string>
to
{'image_id': Value(dtype='string', id=None), 'image_classes': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'flickr_original_url': Value(dtype='string', id=None), 'flickr_300k_url': Value(dtype='string', id=None), 'image_width': Value(dtype='int64', id=None), 'image_height': Value(dtype='int64', id=None), 'set_name': Value(dtype='string', id=None), 'image_name': Value(dtype='string', id=None), 'image_path': Value(dtype='string', id=None), 'caption_id': Value(dtype='int64', id=None), 'caption_str': Value(dtype='string', id=None), 'caption_tokens': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_strs': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_tokens': Sequence(feature=Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), length=-1, id=None)}
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 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2025, in cast_array_to_feature
                  casted_array_values = _c(array.values, feature[0])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature
                  raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
              TypeError: Couldn't cast array of type
              struct<image_id: string, flickr_original_url: string, flickr_300k_url: string, image_width: int64, image_height: int64, set_name: string, image_name: string, image_path: string, caption_id: int64, caption_str: string>
              to
              {'image_id': Value(dtype='string', id=None), 'image_classes': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'flickr_original_url': Value(dtype='string', id=None), 'flickr_300k_url': Value(dtype='string', id=None), 'image_width': Value(dtype='int64', id=None), 'image_height': Value(dtype='int64', id=None), 'set_name': Value(dtype='string', id=None), 'image_name': Value(dtype='string', id=None), 'image_path': Value(dtype='string', id=None), 'caption_id': Value(dtype='int64', id=None), 'caption_str': Value(dtype='string', id=None), 'caption_tokens': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_strs': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_tokens': Sequence(feature=Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), length=-1, id=None)}
              
              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 1529, 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 1154, 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 2038, 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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dataset_type
string
dataset_name
string
dataset_version
float64
data
list
train
textcaps
0.1
[{"image_id":"011e7e629fb9ae7b","image_classes":["Personal care","Perfume"],"flickr_original_url":"h(...TRUNCATED)
train
textcaps
0.1
[{"image_id":"011e7e629fb9ae7b","flickr_original_url":"https://c4.staticflickr.com/4/3905/1521092569(...TRUNCATED)

TextCaps in Vietnamese

This is Vietnamese version of TextCaps dataset. It has 109765 image-caption pairs for training, and 15830 ones for validation. It was built by using Google Translate API. The Vietnamese version has the almost metadata as English one. The Vietnamese version doesn't have the following keys for each data points.

  • caption_tokens
  • reference_tokens
  • reference_strs
  • image_classes

For English version, these keys are in English. Because my main focus is caption_str, there aren't Vietnamese version for them. I'm limited by time and disk space.

I provide both English and Vietnamese .json files.

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