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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    FileNotFoundError
Message:      https://guillaumejaume.github.io/FUNSD/dataset.zip/dataset/training_data/
Traceback:    Traceback (most recent call last):
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 407, in _info
                  await _file_info(
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 788, in _file_info
                  r.raise_for_status()
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/aiohttp/client_reqrep.py", line 1005, in raise_for_status
                  raise ClientResponseError(
              aiohttp.client_exceptions.ClientResponseError: 404, message='Not Found', url=URL('https://guillaumejaume.github.io/FUNSD/dataset.zip/dataset/training_data/')
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/workers/first_rows/src/first_rows/response.py", line 372, in get_first_rows_response
                  rows = get_rows(
                File "/src/workers/first_rows/src/first_rows/utils.py", line 136, in decorator
                  return func(*args, **kwargs)
                File "/src/workers/first_rows/src/first_rows/response.py", line 81, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 782, in __iter__
                  for key, example in self._iter():
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 772, in _iter
                  yield from ex_iterable
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 142, in __iter__
                  yield from self.generate_examples_fn(**self.kwargs)
                File "/tmp/modules-cache/datasets_modules/datasets/nielsr--FUNSD_layoutlmv2/2eb102a1694e5d3cb31c28fa09330c004f9654f479c639b4603dc6f85e8d0141/FUNSD_layoutlmv2.py", line 105, in _generate_examples
                  for guid, file in enumerate(sorted(os.listdir(ann_dir))):
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/datasets/streaming.py", line 69, in wrapper
                  return function(*args, use_auth_token=use_auth_token, **kwargs)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 507, in xlistdir
                  fs, *_ = fsspec.get_fs_token_paths(path, storage_options=storage_options)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/core.py", line 606, in get_fs_token_paths
                  fs = filesystem(protocol, **inkwargs)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/registry.py", line 284, in filesystem
                  return cls(**storage_options)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 76, in __call__
                  obj = super().__call__(*args, **kwargs)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/implementations/zip.py", line 53, in __init__
                  self.fo = fo.__enter__()  # the whole instance is a context
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/core.py", line 103, in __enter__
                  f = self.fs.open(self.path, mode=mode)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 1094, in open
                  f = self._open(
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 346, in _open
                  size = size or self.info(path, **kwargs)["size"]
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 111, in wrapper
                  return sync(self.loop, func, *args, **kwargs)
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 96, in sync
                  raise return_result
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/asyn.py", line 53, in _runner
                  result[0] = await coro
                File "/src/workers/first_rows/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 420, in _info
                  raise FileNotFoundError(url) from exc
              FileNotFoundError: https://guillaumejaume.github.io/FUNSD/dataset.zip/dataset/training_data/

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Dataset Card for "FUNSD"

Dataset Description

Dataset Summary

The FUNSD dataset, with one difference compared to the original dataset, each document image is resized to 224x224.

The FUNSD dataset is a collection of annotated forms.

This dataset loading script is taken from the official LayoutLMv2 implementation, and updated to not include any Detectron2 dependencies.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

We show detailed information for up to 5 configurations of the dataset.

Data Instances

conll2000

  • Size of downloaded dataset files: 3.32 MB
  • Size of the generated dataset: 6.25 MB
  • Total amount of disk used: 9.57 MB

An example of 'train' looks as follows.

This example was too long and was cropped:

{
    "chunk_tags": [11, 13, 11, 12, 21, 22, 22, 22, 22, 11, 12, 12, 17, 11, 12, 13, 11, 0, 1, 13, 11, 11, 0, 21, 22, 22, 11, 12, 12, 13, 11, 12, 12, 11, 12, 12, 0],
    "id": "0",
    "pos_tags": [19, 14, 11, 19, 39, 27, 37, 32, 34, 11, 15, 19, 14, 19, 22, 14, 20, 5, 15, 14, 19, 19, 5, 34, 32, 34, 11, 15, 19, 14, 20, 9, 20, 24, 15, 22, 6],
    "tokens": "[\"Confidence\", \"in\", \"the\", \"pound\", \"is\", \"widely\", \"expected\", \"to\", \"take\", \"another\", \"sharp\", \"dive\", \"if\", \"trade\", \"figur..."
}

Data Fields

The data fields are the same among all splits.

Data Splits

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

Citation Information

@article{DBLP:journals/corr/abs-1905-13538,
  author    = {Guillaume Jaume and
               Hazim Kemal Ekenel and
               Jean{-}Philippe Thiran},
  title     = {{FUNSD:} {A} Dataset for Form Understanding in Noisy Scanned Documents},
  journal   = {CoRR},
  volume    = {abs/1905.13538},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.13538},
  archivePrefix = {arXiv},
  eprint    = {1905.13538},
  timestamp = {Mon, 03 Jun 2019 13:42:33 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-13538.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

Contributions

Thanks to @vblagoje, @jplu for adding this dataset.

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