GithubHelp home page GithubHelp logo

zywang98 / infogan-keras Goto Github PK

View Code? Open in Web Editor NEW

This project forked from ss-is-master-chief/infogan-keras

0.0 0.0 0.0 12.7 MB

Implementing the InfoGAN architecture in Keras for learning about disentangled representation of salient features of input images in a completely unsupervised manner.

Jupyter Notebook 100.00%

infogan-keras's Introduction

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

Paper: arXiv:1606.03657 by Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel

Implementing the InfoGAN architecture in Keras for learning about detangled representation of salient features of the MNIST Hand Recognition Dataset in a completely unsupervised manner. The model was trained over 4000 epochs.

infogan-keras's People

Contributors

ss-is-master-chief avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.