Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.
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
- English Language
Based on: PULSE
Article: PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Currently using Google Drive to store model weights and it has a daily cap on downloads, therefore, you may receive an error message saying "Google Drive Quota Exceeded" or "No such file or directory: '/content/pulse/runs/face.png'". If you are experiencing this error please try again later in the day or come back tomorrow.