imageinwords

Data release for the ImageInWords (IIW) paper.

https://github.com/google/imageinwords

Science Score: 64.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: arxiv.org
  • Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.5%) to scientific vocabulary

Keywords

dataset dataset-generation detailed-annotations detailed-descriptions evaluation human-annotation i2t image-captioning image-descriptions image-text image-to-text t2i
Last synced: 4 months ago · JSON representation ·

Repository

Data release for the ImageInWords (IIW) paper.

Basic Info
Statistics
  • Stars: 220
  • Watchers: 9
  • Forks: 8
  • Open Issues: 4
  • Releases: 0
Topics
dataset dataset-generation detailed-annotations detailed-descriptions evaluation human-annotation i2t image-captioning image-descriptions image-text image-to-text t2i
Created almost 2 years ago · Last pushed about 1 year ago
Metadata Files
Readme Citation

README.md

ImageInWords: Unlocking Hyper-Detailed Image Descriptions

arXiv: https://arxiv.org/abs/2405.02793

Please visit the webpage for all the information about the IIW project, data, visualizations, and much more. The data can be downloaded directly from the datasets/ folder, as well as from Huggingface (see below).

Please reach out to iiw-dataset@google.com for thoughts/feedback/questions/collaborations.

License: CC-BY-4.0

Other resources

🤗Hugging Face🤗

  • IIW-Benchmark Eval Dataset
  • ```python from datasets import load_dataset

    name can be one of: IIW-400, DCITest, DOCCITest, CM3600, LocNarEval

    refer: https://github.com/google/imageinwords/blob/main/datasets/README.md

    dataset = loaddataset('google/imageinwords', token=None, name="IIW-400", trustremote_code=True) ```

  • Dataset-Explorer
  • Cite

    If you use our data or refer to our work, please include the following citation @misc{garg2024imageinwords, title={ImageInWords: Unlocking Hyper-Detailed Image Descriptions}, author={Roopal Garg and Andrea Burns and Burcu Karagol Ayan and Yonatan Bitton and Ceslee Montgomery and Yasumasa Onoe and Andrew Bunner and Ranjay Krishna and Jason Baldridge and Radu Soricut}, year={2024}, eprint={2405.02793}, archivePrefix={arXiv}, primaryClass={cs.CV} }

    Owner

    • Name: Google
    • Login: google
    • Kind: organization
    • Email: opensource@google.com
    • Location: United States of America

    Google ❤️ Open Source

    Citation (CITATION.cff)

    ---
    cff-version: 1.2.0
    message: If you use or reference this work, please cite it as below.
    authors:
      - family-names: Garg
        given-names: Roopal
      - family-names: Burns
        given-names: Andrea
      - family-names: Karagol Ayan
        given-names: Burcu
      - family-names: Bitton
        given-names: Yonatan
      - family-names: Montgomery
        given-names: Ceslee
      - family-names: Onoe
        given-names: Yasumasa
      - family-names: Bunner
        given-names: Andrew
      - family-names: Krishna
        given-names: Ranjay
      - family-names: Baldridge
        given-names: Jason
      - family-names: Soricut
        given-names: Radu
    title: ImageInWords
    date-released: 2024-05-06
    url: https://github.com/google/imageinwords
    preferred-citation:
      type: misc
      title: "ImageInWords: Unlocking Hyper-Detailed Image Descriptions"
      year: 2024
      eprint: "2405.02793"
      archivePrefix: arXiv
      primaryClass: cs.CV
      authors:
        - family-names: Garg
          given-names: Roopal
        - family-names: Burns
          given-names: Andrea
        - family-names: Karagol Ayan
          given-names: Burcu
        - family-names: Bitton
          given-names: Yonatan
        - family-names: Montgomery
          given-names: Ceslee
        - family-names: Onoe
          given-names: Yasumasa
        - family-names: Bunner
          given-names: Andrew
        - family-names: Krishna
          given-names: Ranjay
        - family-names: Baldridge
          given-names: Jason
        - family-names: Soricut
          given-names: Radu
    

    GitHub Events

    Total
    • Issues event: 2
    • Watch event: 24
    • Issue comment event: 1
    • Push event: 3
    • Pull request event: 1
    • Fork event: 3
    Last Year
    • Issues event: 2
    • Watch event: 24
    • Issue comment event: 1
    • Push event: 3
    • Pull request event: 1
    • Fork event: 3

    Committers

    Last synced: 4 months ago

    All Time
    • Total Commits: 81
    • Total Committers: 3
    • Avg Commits per committer: 27.0
    • Development Distribution Score (DDS): 0.259
    Past Year
    • Commits: 3
    • Committers: 1
    • Avg Commits per committer: 3.0
    • Development Distribution Score (DDS): 0.0
    Top Committers
    Name Email Commits
    Roopal Garg r****g@g****m 60
    Andrea Burns a****4@b****u 12
    yonatanbitton-google 1****e 9
    Committer Domains (Top 20 + Academic)

    Issues and Pull Requests

    Last synced: 4 months ago

    All Time
    • Total issues: 1
    • Total pull requests: 1
    • Average time to close issues: N/A
    • Average time to close pull requests: N/A
    • Total issue authors: 1
    • Total pull request authors: 1
    • Average comments per issue: 0.0
    • Average comments per pull request: 0.0
    • Merged pull requests: 0
    • Bot issues: 0
    • Bot pull requests: 0
    Past Year
    • Issues: 1
    • Pull requests: 1
    • Average time to close issues: N/A
    • Average time to close pull requests: N/A
    • Issue authors: 1
    • Pull request authors: 1
    • Average comments per issue: 0.0
    • Average comments per pull request: 0.0
    • Merged pull requests: 0
    • Bot issues: 0
    • Bot pull requests: 0
    Top Authors
    Issue Authors
    • amith-ananthram (1)
    • WangQvQ (1)
    Pull Request Authors
    • XxFChen (1)
    • bruceisme (1)
    Top Labels
    Issue Labels
    Pull Request Labels