Coder Social home page Coder Social logo

voidhacksstyletransfer's Introduction

Pixeffect

This is a project developed for Void Hacks Hackathon for the Machine Learning track. The problem statement asked to create an application which is capable of doing style transfer on human images.

The Web App provides three option for styling image on given 4 styles:

  • foreground : to style only foreground i.e where human figure is present.
  • background : to style only foreground i.e where human figure is not present.
  • complete : to style complete image

The App is also capable of styling images containing no human figures provided the complete mode is selected.

Sample Result Images

  • Complete

Complete

  • Background

Background

  • Foreground

Foreground

Dependencies:

  • open-cv
  • tensorflow
  • pytorch
  • flask

Usage

In terminal run command

python3 Pixeffect.py 

Other Creators

Anurag Phadnis
Aman Shah
Krish Lalwani

voidhacksstyletransfer's People

Contributors

anuragphadnis avatar deepesh22 avatar

Watchers

James Cloos avatar  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.