Giter Club home page Giter Club logo

style2paints's Introduction

STYLE2PAINTS 2.1: the Best Anime Colorization AI!

First of all, why not spend 5 minutes to try it yourself!

WebAPP: PaintsTransfer

The AI can paint on a sketch according to a given specific color style.

The AI can create its own color style to paint on a sketch.

The AI can transfer illustrations' style.

Tutorial

Tutorial001(BiliBili)

Results with Hints

We are the most accurate anime colorization AI to obey your hints!

All results below are achieved with one reference image and some human hints.

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

Results without Hints

We are the most creative anime colorization AI without your hints!

All results below are achieved WITHOUT any reference image or human hints.

IMPORTANT: Here the only inputs is one sketch.

IMPORTANT: NO human hint and NO reference is involved!

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

web_preview

Launch Server

you need a python 3.5/3.6 GPU environment with cuda.

pip install tensorflow_gpu
pip install keras
pip install bottle
pip install gevent
pip install h5py
pip install opencv-python
pip install scikit-image
git clone https://github.com/lllyasviel/style2paints.git

   (Then you need to download all models from our Google Drive and put these into 'server' folder.)    cd style2paints/server python server.py

Models

Currently, we reserve all rights about all these models.

We use Google Drive to upload models:

https://drive.google.com/open?id=1fWi4wmNj-xr-nCzuWMsN2rcm0249_Aem

Current model list of the 8 neural networks:

base_head.net
dull_head.net
gate_head.net
line_head.net
base_neck.net
clear_tail.net
noise_tail.net
base_reader.net

Training Datasets

  1. The recommended training dataset of illustrations is the 400k images from nico-opendata

  2. The recommended training sketches is from sketchKeras

Community

QQ Group ID: 184467946

Acknowledgements

Thanks a lot to TaiZan. This project could not be achieved without his great help.

style2paints's People

Contributors

abbychau avatar dexhunter avatar weichiachang avatar alantian avatar

Watchers

James Cloos 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.