Dataset Viewer
The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code: FeaturesError
Exception: ValueError
Message: Not able to read records in the JSON file at hf://datasets/uobinxiao/open_tables_icttd_for_table_detection@862b585f4786e3ae34abb161abe132b40c674de8/Open_Tables/Marmot/marmot_train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['images', 'annotations', 'categories']. Select the correct one and provide it as `field='XXX'` to the dataset loading method.
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 240, in compute_first_rows_from_streaming_response
iterable_dataset = iterable_dataset._resolve_features()
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2216, in _resolve_features
features = _infer_features_from_batch(self.with_format(None)._head())
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1239, in _head
return _examples_to_batch(list(self.take(n)))
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1389, in __iter__
for key, example in ex_iterable:
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1044, in __iter__
yield from islice(self.ex_iterable, self.n)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 282, in __iter__
for key, pa_table in self.generate_tables_fn(**self.kwargs):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/json/json.py", line 170, in _generate_tables
raise ValueError(
ValueError: Not able to read records in the JSON file at hf://datasets/uobinxiao/open_tables_icttd_for_table_detection@862b585f4786e3ae34abb161abe132b40c674de8/Open_Tables/Marmot/marmot_train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['images', 'annotations', 'categories']. Select the correct one and provide it as `field='XXX'` to the dataset loading method.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Datasets for the paper "Revisiting Table Detection Datasets for Visually Rich Documents" (https://arxiv.org/abs/2305.04833).
Benchmark
We buidt a new benchmark with this dataset. Please refer to https://github.com/uobinxiao/SparseTableDet for the details.
License
Since this dataset is built on several open datasets and open documents, users should also adhere to the licenses of these publicly available datasets and documents.
Citing
Please considier to cite our work if you think it is helpful:
@article{xiao2023table,
title={Table detection for visually rich document images},
author={Xiao, Bin and Simsek, Murat and Kantarci, Burak and Alkheir, Ala Abu},
journal={Knowledge-Based Systems},
volume={282},
pages={111080},
year={2023},
publisher={Elsevier}
}
@article{xiao2023revisiting,
title={Revisiting table detection datasets for visually rich documents},
author={Xiao, Bin and Simsek, Murat and Kantarci, Burak and Alkheir, Ala Abu},
journal={arXiv preprint arXiv:2305.04833},
year={2023}
}
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