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SummitKwan / transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
MIT License
1.97k stars 363 forks source link

merge pgGAN to dev #2

Closed SummitKwan closed 5 years ago

SummitKwan commented 5 years ago
  1. incorporate pg_GAN (https://github.com/tkarras/progressive_growing_of_gans) to my repo under ./src/models
  2. explore the latent space by interactively plotting
  3. generated 25600 samples for feature discovery
  4. implemented the first controlled generation pipeline: manipulated basic features like luminance in a certain period