Giter VIP home page Giter VIP logo

gan's Introduction

GAN

Repository for GANs (families of generative adversarial network) by Keras (tensorflow)

requires

  • Keras (2.3.1)
  • Tensorflow (1.14.0)
  • Numpy (1.16.4)
  • matplotlib (3.1.0)

All the scripts are refering to https://github.com/eriklindernoren/Keras-GAN . I modified them for explaining the function of the models in detail. Full description is shown in qiita website (but sorry in Japanese).

GAN

今さら聞けないGAN(1) 基本構造の理解 on qiita (in Japanese)


DCGAN

今さら聞けないGAN (2) DCGANによる画像生成 on qiita (in Japanese)

今さら聞けないGAN(3) 潜在変数と生成画像 on qiita (in Japanese)


WGAN-gp

今さら聞けないGAN(4) WGAN on qiita (in Japanese)

今さら聞けないGAN (5) WGAN-gpの実装 on qiita (in Japanese)


Conditional GAN

今さら聞けないGAN(6) Conditional GANの実装 on qiita (in Japanese)

今さらGAN 聞けないGAN(7)conditional GANの生成画像 on qiita (in Japanese)

I hacked latent space flag from {0,0,0,0,...,0} to {0,0,0,1,...,0} so that genarated images are changed to "3".

gan's People

Contributors

triwave33 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.