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0.0 2.0 0.0 19.48 MB

line drawing colorization using chainer

Home Page: http://paintschainer.preferred.tech/

Python 27.15% Jupyter Notebook 51.13% HTML 4.23% JavaScript 17.41% CSS 0.08%

paintschainer's Introduction

Paints Chainer

Paints Chainer is line drawing colorizer using chainer. Using CNN, you can colorize your scketch automatically / semi-automatically .

image

Requirement

  • Chainer
  • CUDA / cudnn

How to boot UI

UI is html based. using wPaint.js Server side is very basic python server

boot local server python server.py

access to localhost localhost:8000/static/

Learning

main code of colorization is in cgi-bin/paint_x2_unet

to train 1st layer using GPU 0 python train_128.py -g 0 to train 2nd layer using GPU 0 python train_x2.py -g 0

DEMO

http://paintschainer.preferred.tech/

Pre-Trained Models

Download following model files to cgi-bin/paint_x2_unet/models/

http://paintschainer.preferred.tech/downloads/

Acknowledgements

This project is powered by Preferred Networks.

Thanks a lot for rezoolab and mattya. This project could not be achived without their great support.

Line drawing of top image is by ioiori18.

paintschainer's People

Contributors

gwtnb avatar itsukara avatar okuta avatar sugi avatar tackman avatar taizan avatar

Watchers

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