Neural Style Transfer

June 2nd, 2019

An experiment in deep learning style transfers. The GAN model was trained using a set of images of white marble then used to style image content.

Made With

A Neural Algorithm of Artistic Style

"Here we introduce an artificial system based on a Deep Neural Network that creates artistic images of high perceptual quality. The system uses neural representations to separate and recombine content and style of arbitrary images, providing a neural algorithm for the creation of artistic images."

GitHub

Neural style in TensorFlow

STYLE TRANSFER

Yosemite

Style Transfer Cover 2

Fig.A1 Yosemite in Marble Final Image Transfer Recolored B/W


Yosemite Transfer blue

Fig.A2 Yosemite in Marble Dark overfit areas inverted


Yosemite Transfer v1

Fig.A3 Yosemite in Marble Image straight from the GAN


Car

car style transfer

Fig.B1 Car in Marble Final Image Transfer Recolored B/W


psych style transfer

Fig.B2 Car in Marble Dark overfit areas inverted


Car Transfer

Fig.B3 Car in Marble Image straight from the GAN


Scorpion Transfer

Fig.C1 Scorpion in Marble Final Image Transfer


wave

Fig.C2 Wave in Marble Image straight from the GAN