Giter VIP home page Giter VIP logo

style-transfer's Introduction

Style-Transfer

Overview

We're going use pre-trained VGG16 convolutional network that won the ImageNet competition in 2014 for image classification to transfer the style of a given image to another. This is the original paper on the topic.

Dependencies

run pip install -r requirements.txt to install the necessary dependencies

Results

  • Base Image :
  • Style Image :
  • Result - tyle-Transfer :

Usage

If it doesn't exist, create a file called ~/.keras/keras.json and make sure it looks like the following:

{
    "image_dim_ordering": "tf",
    "epsilon": 1e-07,
    "floatx": "float32",
    "backend": "tensorflow"
}

Then you can run the code via typing jupyter notebook into terminal.

Credits

The credits for this code go to hnarayanan.

style-transfer's People

Contributors

ujjwal-9 avatar

Watchers

James Cloos avatar paper2code - bot 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.