Git Product home page Git Product logo

dcgan-keras's Introduction

DCGANs (Deep Convolutional Generative Adversarial Networks)

DCGAN Projects Repository implemented using Keras.

1. GAN trained on CIFAR Dataset

Link to implementation

Pretrained-model

Results

download (5) download (6)

2. CELEB A Face GAN

Link to implementation

Results

final_interpolation ezgif com-crop

3. Fashion MNIST GAN

Link to implementation

Pretrained-model

Results

generated_fig_015 generated_fig_020

GAN Evaluation :

There are several ways to evaluate the performance of GANs, however there is not a single method that captures all the aspects. Most commonly used methods include :

1. Inception Score :

Link to implementation

2. Frechet Inception Distance (FID) Score :

Link to implementation

Sources :

Dataset

Reference

Gan Hacks - Soumith Chintala

dcgan-keras's People

Contributors

sumansid avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  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.