Neural-Style-Transfer-PyTorch

A PyTorch implementation of "A Neural Algorithm of Artistic Style" paper by Gatys et. al

Project based on original paper, Pytorch's Neural Style Transfer tutorial and Coursera's Deep Learning Specialization CNN course section about Neural Style Transfer.

TODO:

1. Implement early stopping

2. Implement gif generation to visualize how input image changes through training

Examples

Some images were resized to 300x300 due to computational power restrictions.

Puszcza Białowieska in style of fantasy (600x600)

Content

Style

Result

Pretty nice if you ask me :)

Sydney opera with more colors :) (300x300)

Content

Style

Result

And a cat in style of pikachu... I guess? (300x300)

I guess that one was a bad idea, but hey, money on power bills was already spent, so here it is.

Content

Style

Result