Giter Site home page Giter Site logo

slicegan's Introduction

SliceGAN

To use SliceGAN open run_slicegan and edit information as requested. SliceGAN requires a single 2D training image of an isotropic microstructure, or three 2D images taken at perpendicular angles of an anisotropic microstructure. Images can be colour, grayscale or n-phase.

Use 'python run_slicegan 1' to train a new generator or 'python run_slicegan 0' to generate and save an example .tif file

Development

If you are interested in trying new architectures, see the networks.py file

To adjust the training parameters or algorithm, see train.py

To add a new preprocessing method e.g for a different training datatype, see preproccessing.py.

Results

Versions

v1.1 release: DOI

v1.0 release: DOI

slicegan's People

Contributors

stke9 avatar dominicwllmsn avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.