The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    ImportError
Message:      To be able to use ivelin/ui_refexp, you need to install the following dependency: tensorflow.
Please install it using 'pip install tensorflow' for instance.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
                  config_names = get_dataset_config_names(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 347, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1914, in dataset_module_factory
                  raise e1 from None
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1880, in dataset_module_factory
                  return HubDatasetModuleFactoryWithScript(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1504, in get_module
                  local_imports = _download_additional_modules(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 354, in _download_additional_modules
                  raise ImportError(
              ImportError: To be able to use ivelin/ui_refexp, you need to install the following dependency: tensorflow.
              Please install it using 'pip install tensorflow' for instance.

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.

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]

Data Splits

  • train: 15K samples
  • validation: 471 samples
  • test: 565 samples

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

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Annotations

Annotation process

[More Information Needed]

Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

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