Giter VIP home page Giter VIP logo

training-mnist-gan's Introduction

Training-MNIST-Gan

Zhaoyu Zhang

I followed the tutorial of Generating MNIST Digit Images using Vanilla GAN with PyTorch by Sovit Ranjan Rath to generate this Generative Adversarial Network. The aim is to create a generator that can draw digits.

To run this jupyter notebook, we need to have "input" and "output" folder at the working directory of Training "MNIST GAN.ipynb"

This is the visualisation of the output of the generator across its training stage.

And this graph shows how the losses of the generator and the discrinators decreases across their training stage.

training-mnist-gan's People

Contributors

zhaoyutina avatar

Watchers

 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.