Vincent : AI Artist

Style transfer is the technique of recomposing images in the style of other images.

Requirements

• Python (https://www.python.org/downloads/)
• Numpy (http://www.numpy.org/)
• Keras (http://keras.io/)
• Scipy (https://www.scipy.org/)
• Pillow (https://python-pillow.org/)
• Theano (http://deeplearning.net/software/theano/)
• h5py (http://h5py.org/)
• Sklearn (http://scikit-learn.org/)
• VGG16 file (https://drive.google.com/file/d/0Bz7KyqmuGsilT0J5dmRCM0ROVHc/view?usp=sharing)

Basic Usage

python3 main.py --base_img_path /path/to/base/image --style_img_path /path/to/artistic/image --result_prefix output

Results

References

• Inceptionism: Going Deeper into Neural Networks (https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html)
• A Neural Algorithm of Artistic Style (http://arxiv.org/pdf/1508.06576v2.pdf)