search

SummitKwan / transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
MIT License
1.97k stars 362 forks source link

Incorporated pg_GAN and implemented controlled data synthesis pipeline #3

Closed SummitKwan closed 6 years ago

SummitKwan commented 6 years ago
  1. Incorporated pg_GAN (https://github.com/tkarras/progressive_growing_of_gans) to my repo under ./src/models
  2. Explored 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