Coder Social home page Coder Social logo

klee141 / neuraldreamvideos Goto Github PK

View Code? Open in Web Editor NEW

This project forked from awjuliani/neuraldreamvideos

0.0 2.0 0.0 453 KB

A deep learning model for creating video sequences

Home Page: https://medium.com/p/5d517b3cc804

License: MIT License

Jupyter Notebook 51.95% Python 48.05%

neuraldreamvideos's Introduction

Neural Dream Videos

alt text

A deep learning method for creating video sequences

This repository includes a method for creating what I like to call Neural Dream Videos, which are a way of generating new videos with the same temorpal and spatial qualities as a source video. It uses a variational autoencoder and recurrent neural network in conjunction in order to produce the videos. To see example videos and learn more, see my Medium post about it.

Included in the repository is an ipython notebook which contains most of the information needed to make your own videos. The neural network architectures are written in Tensorflow, and you will likely need at least version 0.8.

The VAE is based on the model by Jan Hendrik Metzen.

The RNN is heavily modified from the model by sherjilozair.

neuraldreamvideos's People

Contributors

awjuliani avatar

Watchers

James Cloos avatar Kyungho Lee 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.