ui_refexp / README.md
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metadata
license: cc-by-4.0
task_categories:
  - image-to-text
tags:
  - ui-referring-expression
  - ui-refexp
language:
  - en
pretty_name: UI understanding
size_categories:
  - 10K<n<100K
dataset_info:
  features:
    - name: screenshot
      dtype: image
    - name: prompt
      dtype: string
    - name: target_bounding_box
      dtype: string
  config_name: ui_refexp
  splits:
    - name: train
      num_bytes: 562037265
      num_examples: 15624
    - name: validation
      num_bytes: 60399225
      num_examples: 471
    - name: test
      num_bytes: 69073969
      num_examples: 565
  download_size: 6515012176
  dataset_size: 691510459

Dataset Card for UIBert

Dataset Description

Dataset Summary

This 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

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

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

  • train
  • validation
  • test

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

[More Information Needed]

Contributions

[More Information Needed]