Neural style transfer

Implementation of "A neural algorithm of artistic style" in keras

Usage

from neural_transer import style_transfer

cnt_image = 'img/river.jpg'
style_image = 'img/starry_night.jpg'
output = 'output/'
epochs = 600
save_per_epoch = 40

style_transfer(cnt_image, style_image, output, epochs, save_per_epoch, random_canvas=True)

Few images are given in the /img folder. U can use your own images too.

Notebook and embedded html is also added in the repo.

Samples

Requirements

• Keras
• Scipy
• Numpy
• Pillow

Program uses keras pre-trained VGG16 network.

References:

• Gatys, L.A., Ecker, A.S., & Bethge, M. (2015). A Neural Algorithm of Artistic Style. CoRR, abs/1508.06576.
• Jing, Y., Yang, Y., Feng, Z., Ye, J., & Song, M. (2017). Neural Style Transfer: A Review. CoRR, abs/1705.04058.
• https://medium.com/mlreview/making-ai-art-with-style-transfer-using-keras-8bb5fa44b216
• https://www.bonaccorso.eu/2016/11/13/neural-artistic-style-transfer-experiments-with-keras