README.md

metadata

annotations_creators:
  - found
language_creators:
  - found
language:
  - en
license:
  - unknown
multilinguality:
  - monolingual
size_categories: []
source_datasets:
  - original
task_categories:
  - other
task_ids: []
pretty_name: Rico
tags:
  - graphic design
dataset_info:
  features:
    - name: ancestors
      sequence: string
    - name: klass
      dtype: string
    - name: bounds
      sequence: int64
    - name: clickable
      dtype: bool
    - name: children
      sequence:
        sequence:
          - name: ancestors
            sequence: string
          - name: bounds
            sequence: int64
          - name: component_label
            dtype:
              class_label:
                names:
                  '0': Text
                  '1': Image
                  '2': Icon
                  '3': Text Button
                  '4': List Item
                  '5': Input
                  '6': Background Image
                  '7': Card
                  '8': Web View
                  '9': Radio Button
                  '10': Drawer
                  '11': Checkbox
                  '12': Advertisement
                  '13': Modal
                  '14': Pager Indicator
                  '15': Slider
                  '16': On/Off Switch
                  '17': Button Bar
                  '18': Toolbar
                  '19': Number Stepper
                  '20': Multi-Tab
                  '21': Date Picker
                  '22': Map View
                  '23': Video
                  '24': Bottom Navigation
          - name: clickable
            dtype: bool
          - name: klass
            dtype: string
          - name: icon_class
            dtype: string
          - name: resource_id
            dtype: string
    - name: screenshot
      dtype: image
  splits:
    - name: train
      num_bytes: 1222202397.75
      num_examples: 56322
    - name: validation
      num_bytes: 71979595.75
      num_examples: 3314
    - name: test
      num_bytes: 143857851.875
      num_examples: 6625
  download_size: 130935531
  dataset_size: 1438039845.375
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*

Dataset Card for Rico

Table of Contents

• Dataset Card Creation Guide
  • Table of Contents
  • Dataset Description
    • Dataset Summary
    • Supported Tasks and Leaderboards
    • Languages
  • Dataset Structure
    • Data Instances
    • Data Fields
    • Data Splits
  • Dataset Creation
    • Curation Rationale
    • Source Data
      • Initial Data Collection and Normalization
      • Who are the source language producers?
    • Annotations
      • Annotation process
      • Who are the annotators?
    • Personal and Sensitive Information
  • Considerations for Using the Data
    • Social Impact of Dataset
    • Discussion of Biases
    • Other Known Limitations
  • Additional Information
    • Dataset Curators
    • Licensing Information
    • Citation Information
    • Contributions

Dataset Description

• Homepage: http://www.interactionmining.org/rico.html
• Repository: https://github.com/shunk031/huggingface-datasets_Rico
• Paper (UIST2017): https://dl.acm.org/doi/10.1145/3126594.3126651

Dataset Summary

Rico: A Mobile App Dataset for Building Data-Driven Design Applications

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

• UI screenshots and view hierarchies

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-screenshots-and-view-hierarchies",
)

• UI metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-metadata",
)

• UI layout vectors

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-layout-vectors",
)

• Interaction traces

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="interaction-traces",
)

• [WIP] Animations

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="animations",
)

• Play store metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="play-store-metadata",
)

• UI screenshots and hierarchies with semantic annotations

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-screenshots-and-hierarchies-with-semantic-annotations",
)

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

[More Information Needed]

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

[More Information Needed]

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

@inproceedings{deka2017rico,
  title={Rico: A mobile app dataset for building data-driven design applications},
  author={Deka, Biplab and Huang, Zifeng and Franzen, Chad and Hibschman, Joshua and Afergan, Daniel and Li, Yang and Nichols, Jeffrey and Kumar, Ranjitha},
  booktitle={Proceedings of the 30th annual ACM symposium on user interface software and technology},
  pages={845--854},
  year={2017}
}

Contributions

Thanks to DATA DRIVEN DESIGN GROUP UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN for creating this dataset.