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neural style

An implementation of neural style written in TensorFlow with IPythonNotebook.

Examples

output

These were the input images used :

input-content

Ulsan National Institute of Science and Technology

![input-style](images/rain princess.jpg)

RAIN PRINCESS by Leonid Afremov

details

TensorFlow doesn't support L-BFGS which is the original authors used. So I 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

reference

A Neural Algorithm of Artistic Style (Leon A. Gatys, et al.)

Exploring the Neural Algorithm of Artistic Style (Yaroslav Nikulin, et al)