Neural Style Transfer

This is a Keras implementation of A Neural Algorithm of Artistic Style by Leon A. Gatys, Alexander S. Ecker and Matthias Bethge.

Content image - Sydney Opera House

Style image - Still Life Painting By Pablo Picasso

Transfer demo

Output image

Implementation

basic usage:

python styletransfer.py path_to_content_image.jpg path_to_style_image.jpg prefix_for_result

options:

• content_weight
• style_weight
• iter

python styletransfer.py --content_weight 0.015 --iter 1 path_to_content_image.jpg path_to_style_image.jpg prefix_for_result

Dependencies

• Python 3.x
• Keras
• Tensorflow

Reference

This implementation uses some code from Francois Chollet's Neural Style Transfer.

This paper presents an algrithm for generating a mixed image with the content from the content image and the style from another image, using the convolutional neural network(CNN).