CelebA-HQ: High-Quality Celebrity Face Images at 256x256 Resolution

CelebA-HQ-256x256 is a dataset of high-resolution celebrity face images. The dataset is derived from the original CelebA dataset and processed to 256x256 pixel resolution, as referenced in a 2017 paper on progressive GANs. It was uploaded to Hugging Face by user 'korexyz' and last updated in December 2023.

Use Cases

• Training generative adversarial networks (GANs) based on the high-quality face images mentioned in the description.
• Benchmarking image synthesis models based on the standardized 256x256 resolution.
• Conducting research on facial attribute manipulation based on the celebrity portrait domain.
• Developing face editing or style transfer applications based on the high-resolution visual data.

Strengths

• Images are processed to a consistent high resolution of 256x256 pixels.
• Dataset is associated with a seminal 2017 research paper on progressive GANs.
• Hosted on a major platform (Hugging Face) with a specific last update timestamp of 2023-12-08.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, and license information are unknown, which may limit suitability assessment.

Provenance

Source

Derived from the original CelebA (Celebrity Attributes) dataset.

Collection Method

Processed to higher resolution, likely as part of GAN research methodology.

Time Range

Associated research paper published in 2017.

Freshness

Last updated 2023-12 08 11:27:18; freshness should be verified.

Geography

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