Datasets:

ivelin
/

ui_refexp

Tasks:

Image-to-Text

Languages: English

Size Categories: 10K<n<100K

ArXiv:

Tags: ui-referring-expression ui-refexp

License: cc-by-4.0

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The dataset viewer is not available for this split.

Cannot load the dataset split (in streaming mode) to extract the first rows.

Error code:   StreamingRowsError
Exception:    UnimplementedError
Message:      {{function_node __wrapped__IteratorGetNext_output_types_1_device_/job:localhost/replica:0/task:0/device:CPU:0}} File system scheme 'https' not implemented (file: 'https://github.com/google-research-datasets/uibert/raw/main/ref_exp/train.tfrecord') [Op:IteratorGetNext]
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 258, in get_rows_or_raise
                  return get_rows(
                File "/src/services/worker/src/worker/utils.py", line 199, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 236, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1379, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 233, in __iter__
                  yield from self.generate_examples_fn(**self.kwargs)
                File "/tmp/modules-cache/datasets_modules/datasets/ivelin--ui_refexp/6e51a3810e469a0415cbce80e07e89edb290be3ff2b73e63f68abf57da6d8ce1/ui_refexp.py", line 218, in _generate_examples
                  metadata = tfrecord2list(metadata_file)
                File "/tmp/modules-cache/datasets_modules/datasets/ivelin--ui_refexp/6e51a3810e469a0415cbce80e07e89edb290be3ff2b73e63f68abf57da6d8ce1/ui_refexp.py", line 74, in tfrecord2list
                  for raw_record in raw_tfr_dataset:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/tensorflow/python/data/ops/iterator_ops.py", line 797, in __next__
                  return self._next_internal()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/tensorflow/python/data/ops/iterator_ops.py", line 780, in _next_internal
                  ret = gen_dataset_ops.iterator_get_next(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/tensorflow/python/ops/gen_dataset_ops.py", line 3016, in iterator_get_next
                  _ops.raise_from_not_ok_status(e, name)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/tensorflow/python/framework/ops.py", line 7262, in raise_from_not_ok_status
                  raise core._status_to_exception(e) from None  # pylint: disable=protected-access
              tensorflow.python.framework.errors_impl.UnimplementedError: {{function_node __wrapped__IteratorGetNext_output_types_1_device_/job:localhost/replica:0/task:0/device:CPU:0}} File system scheme 'https' not implemented (file: 'https://github.com/google-research-datasets/uibert/raw/main/ref_exp/train.tfrecord') [Op:IteratorGetNext]

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Dataset Card for UIBert

Dataset Summary

This is a Hugging Face formatted dataset derived from the Google UIBert dataset, which is in turn derived from the RICO dataset.

Supported Tasks and Leaderboards

UI Understanding
UI Referring Expressions
UI Action Automation

Languages

English

Dataset Structure

screenshot: blob of pixels.
prompt: Prompt referring to a UI component with an optional action verb. For example "click on search button next to menu drawer."
target_bounding_box: Bounding box of targeted UI components. [xmin, ymin, xmax, ymax]