Skip to content

SlothSpunky77/DCGAN-digits

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 

Repository files navigation

What does it do?

  1. Loads MNIST dataset
  2. Builds two neural networks:
    • Generator: Transforms random noise into fake digit images
    • Discriminator: Distinguishes between real and fake images
  3. Trains adversarially - Generator tries to fool discriminator, discriminator tries to detect fakes
  4. Generates synthetic digits - Creates new handwritten digit images
  5. Visualizes progress - Saves images at each epoch and creates animated GIF

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published