About the project

A small, curated library of synthetic people.

This Face Not Exist is a practical image collection for designers, developers and creators who need fictional portraits without borrowing a stranger’s identity.

Example AI-generated portrait from the collection

How the collection was made

The portraits currently published on this site were produced in batches with Google’s Imagen image-generation model through the Google GenAI API. The site curates and presents those outputs; it does not train or operate a proprietary StyleGAN model.

Generation prompts ask for adult, safe-for-work, photorealistic portraits across different visual styles and backgrounds. Files are reviewed before being added to the public manifest, but visual review cannot guarantee that an AI-generated face is unique or cannot resemble an existing person by coincidence.

What the library is for

  • Product designFictional profile imagery for prototypes, interface mockups and internal demos.
  • Workshops and presentationsVisual anchors for clearly labeled fictional personas and scenarios.
  • Creative explorationConcept work and compositions that follow the site’s Terms and Content Policy.

What it should not be used for

Do not use these images to impersonate a real person, fabricate a testimonial or endorsement, mislead an audience, create fraudulent documents, or build a competing stock-image collection. The Terms of Service contain the complete usage conditions.

About the Real or AI challenge

The separate Real or AI game compares generated images with a limited set of real portrait examples. Those comparison photographs are not part of the downloadable synthetic collection. Appearance alone is not reliable proof that an image is authentic or generated.

Corrections and image concerns

If you believe an image is inappropriate, resembles you, or should be removed, please open a private or public contact request through the project’s GitHub issue tracker. Include the portrait number or page URL so it can be reviewed promptly.