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Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Face-Depixelizer

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

transformation

Given a low-resolution input image, Face Depixelizer searches the outputs of a generative model (here, StyleGAN) for high-resolution images that are perceptually realistic and downscale correctly.

Check how it works on Google Colab:

  • Russian Language Colab
  • English Language Colab

GitHub

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