GithubHelp home page GithubHelp logo

stojakovic312636841 / underwater-color-correction Goto Github PK

View Code? Open in Web Editor NEW

This project forked from cameronfabbri/underwater-color-correction

0.0 2.0 0.0 1012.56 MB

Using GANs to correct color distortion in underwater images.

Shell 2.45% Python 97.55%

underwater-color-correction's Introduction

Underwater GAN (UGAN)

Color correction for underwater vision. This project uses CycleGAN to perform style transfer on "clean" underwater photos to appear to be underwater.

We used this video from Youtube as our distorted domain, and hand picked images from Imagenet for our "clean" domain. CycleGAN was used to distort clean images to provide us a dataset.

Results

result1

CycleGAN Comparison

result2

Other videos in consideration:

https://www.youtube.com/watch?v=OSdrb1XNXZI

https://www.youtube.com/watch?v=ALN6y2PLCq0

underwater-color-correction's People

Contributors

cameronfabbri avatar junaedsattar 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.