Style Transfer with keras and tensorflow
Based on: https://github.com/simulacre7/tensorflow-IPythonNotebook/tree/master/neural-style
An implementation of neural style written in TensorFlow with IPythonNotebook.
These were the input images used :
This is the output produced by the algorithm:
TensorFlow doesn't support L-BFGS which is the original authors used. So we use Adam. This may require a little bit more hyperparameter tuning to get nice results.
you can get Pre-trained VGG network by
wget http://www.vlfeat.org/matconvnet/models/beta16/imagenet-vgg-verydeep-19.mat
A Neural Algorithm of Artistic Style (Leon A. Gatys, et al.)
Exploring the Neural Algorithm of Artistic Style (Yaroslav Nikulin, et al)