Coder Social home page Coder Social logo

lwelzel / polar-transform Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 19 KB

Library for polar transforms of images using PyTorch and Kornia

License: GNU General Public License v3.0

Python 100.00%
annulus image-processing image-transformations kornia polar-coordinates pytorch cartesian-to-polar polar-to-cartesian polar-transform

polar-transform's Introduction

polar-transform

Library for polar transforms of images using PyTorch and Kornia. The module can be resued if the mappings (pixel flow) are the same, e.g. if you have a number of images from the same camera etc. No idea if it propagates gradients. Very small features (~1 pixel) might not be preserved exactly, depending on the upscaling.

Noiseless example

polar_transform_no_noise

Noisy example

polar_transform_with_noise

polar-transform's People

Contributors

lwelzel 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.