README.md

metadata

annotations_creators:
  - expert-generated
  - crowdsourced
language:
  - en
language_creators:
  - other
license:
  - cc-by-4.0
multilinguality:
  - monolingual
pretty_name: DOCCI
size_categories:
  - 10K<n<100K
source_datasets:
  - original
tags: []
task_categories:
  - text-to-image
  - image-to-text
task_ids:
  - image-captioning

Dataset Card for DOCCI

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • 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: https://google.github.io/docci
• Paper:
• Point of Contact: [email protected]

Dataset Summary

DOCCI (Descriptions of Connected and Contrasting Images) is a collection of images paired with detailed descriptions. The descriptions explain the key elements of the images, as well as secondary information such as background, lighting, and settings. The images are specifically taken to help assess the precise visual properties of images. DOCCI also includes many related images that vary in having key differences from the others. All descriptions are manually annotated to ensure they adequately distinguish each image from its counterparts.

Supported Tasks

Text-to-Image and Image-to-Text generation

Languages

English

Dataset Structure

Data Instances

{
    'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=1536x2048>,
    'example_id': 'qual_dev_00000',
    'description': 'An indoor angled down medium close-up front view of a real sized stuffed dog with white and black colored fur wearing a blue hard hat with a light on it. A couple inches to the right of the dog is a real sized black and white penguin that is also wearing a blue hard hat with a light on it. The dog is sitting, and is facing slightly towards the right while looking to its right with its mouth slightly open, showing its pink tongue. The dog and penguin are placed on a gray and white carpet, and placed against a white drawer that has a large gray cushion on top of it. Behind the gray cushion is a transparent window showing green trees on the outside.'
}

Data Fields

Name	Explanation
example_id	The unique ID of an example follows this format: '_'.
split	Identifier of the data split it belongs to (e.g. qual_dev).
image_file	Image filename (JPEG format).
description	Text description of the associated image.

Data Splits

[More Information Needed]

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]

Licensing Information

CC BY 4.0

Citation Information

[More Information Needed]