tensorflow / tensorflow/datasets

[data request] Flickr-Faces-HQ

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dataset request
Dominant language
Python
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Avg merge
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Merged PRs (30d)
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Description

  • Name of dataset: Flickr-Faces-HQ
  • URL of dataset: https://github.com/NVlabs/ffhq-dataset
  • License of dataset: Dataset itself Creative Commons BY-NC-SA 4.0; the individual images were published in Flickr by their respective authors under either Creative Commons BY 2.0, Creative Commons BY-NC 2.0, Public Domain Mark 1.0, Public Domain CC0 1.0, or U.S. Government Works license.
  • Short description of dataset and use case(s):
    The dataset consists of 70,000 high-quality PNG images at 1024×1024 resolution and contains considerable variation in terms of age, ethnicity and image background. It also has good coverage of accessories such as eyeglasses, sunglasses, hats, etc.
    The dataset is suitable for GAN research, face attributes, etc.

Folks who would also like to see this dataset in tensorflow/datasets, please +1/thumbs-up so the developers can know which requests to prioritize.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the Flickr-Faces-HQ repository at the linked URL and the tensorflow/datasets repository to find the dataset integration entry point and contribution checks. Done means Flickr-Faces-HQ is available in TFDS with the description, use cases, and licensing information provided in this request.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
data, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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