Giter Club home page Giter Club logo

style_gui's Introduction

Jupyter GUI for AdaIN Style Transfer

Based on Naoto's Pytorch implementation of AdaIn. See his repo for information about testing options and how to train a new model.

Install

  • git clone https://github.com/tobyshooters/style_gui.git
  • cd style_gui
  • bash install.sh
  • jupyter notebook style_gui.ipynb

Requirements

  • Inference: Python 3.5+, PyTorch 0.4+, TorchVision, - Pillow
  • Test: tqdm, TensorboardX

Other options

  • --content_size: New (minimum) size for the content image. Keeping the original size if set to 0.
  • --style_size: New (minimum) size for the content image. Keeping the original size if set to 0.
  • --alpha: Adjust the degree of stylization. It should be a value between 0.0 and 1.0 (default).
  • --preserve_color: Preserve the color of the content image.

References

  • [1]: X. Huang and S. Belongie. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization.", in ICCV, 2017.
  • [2]: Original implementation in Torch

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.