Code Monkey home page Code Monkey logo

auto-encoder-gan's Introduction

Auto-Encoder-GAN

Generator通过噪声输入生成假图片,Discriminator通过学习训练图像集来判断假图片的真假,两者对抗训练,最终训练完成Generator生成的图片通过AutoEncoder去噪生成新的图像样本

Attention: 1、数据集为MNIST数据集 2、Auto-Encoder和Dense-GAN部分超参数可自定义修改 3、训练过程为设置batch_size后全部训练样本循环训练完为一次epoch,约100次epoch后生成新图像样本可视化结果较好 4、运行中会显示两个可视化结果,分别是generator_loss和discriminator_loss的曲线图以及10次epoch后的新图像样本RGB图 5、直接运行Dense-GAN即可

auto-encoder-gan's People

Contributors

oubahe avatar

Stargazers

 avatar  avatar  avatar JustinLee avatar  avatar

Watchers

 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.