Code Monkey home page Code Monkey logo

neural-style-transfer's Introduction

Neural Style Transfer

This repository contains an implementation of Neural Style Transfer (NST), a deep learning technique that combines the content of one image with the style of another image. This project uses [insert framework/library] to demonstrate the NST process.

(https://www.tensorflow.org/tutorials/generative/style_transfer)

Sample Image Sample Image

Overview


Neural Style Transfer is an intriguing technique that leverages deep neural networks to apply artistic styles from one image to another while preserving the content of the latter. This repository provides an easy-to-use implementation allowing you to experiment with different styles and content images.

How it Works

The core of this implementation involves:

  • Content Image: The image whose content we want to preserve.
  • Style Image: The image whose style we want to apply.
  • Neural Network Architecture: Utilizes pre-trained models like VGG-19, etc.
  • Loss Functions: Content loss and style loss functions are used to optimize the generated image.

neural-style-transfer's People

Contributors

rajgupta28 avatar

Stargazers

 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.