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pfnet / PaintsChainer

line drawing colorization using chainer
https://paintschainer.preferred.tech/
MIT License
3.77k stars 561 forks source link

Come upon a network with the ability to transfer content from paintings to sketches #120

Closed lllyasviel closed 7 years ago

lllyasviel commented 7 years ago

The algorithm of neural style-transfer has the ability to combine the content image and style image, but it does not work for sketches and paintings. I came upon an algorithm that can do similar things on sketches.

miaowu

It should be taken into consideration that the result is predicted only after about 8,000 iterations. However I only has about 4,000 images to train my model and I am very interested in whether my algorithm can reach the state of art. So could you share some of training data to help me?

taizan commented 7 years ago

Hi , I also tried some network to use some style hint info. If you can be our part-time employee, we can share our dataset , but we couldn't share it openly. If you have some interest, please send apply mail https://www.preferred-networks.jp/en/job

lllyasviel commented 7 years ago

After feed my network with about 10,000 pictures, I randomly selected some results.

Sketch Style Result
lllyasviel commented 7 years ago

I am still very interested in your very big training data set. I would like to talk with you in slack. May I take a moment of your time and have a brief talk?

taizan commented 7 years ago

oh looks much better. Selecting the coloring style is very interesting topic, and I want to implement to the service too.

taizan commented 7 years ago

Yes, ofcourse

taizan commented 7 years ago

Very interesting! Thanks for sharing!!