/GAN-imagegen

Generative Adversarial Network (GAN) to generate celebrity face images and handwritten digits.

Primary LanguageJupyter Notebook

GAN-imagegen

About

Generative Adversarial Network (GAN) to generate celebrity face images and handwritten digits.

Data

  • MNIST
  • CelebA There is helper code to download both datasets locally.

Code

code.ipynb (Jupyter notebook)

  • Implements Generator and Discriminator
  • Utilizes tensorflow variable_scope to reuse model variables appropriately

Testing

  • Testing and output for both datasets is inline in the notebook