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Neural Artistic Style in Python

Implementation of A Neural Algorithm of Artistic Style. A method to transfer the style of one image to the subject of another image.

Requirements

DeepPy, Deep learning in Python.
CUDArray with cuDNN, CUDA-accelerated NumPy.
Pretrained VGG 19 model, choose imagenet-vgg-verydeep-19.

Examples

Execute

python neural_artistic_style.py --subject images/tuebingen.jpg --style images/starry_night.jpg

The two inputs are

<p align="center"> Subject: <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/tuebingen.jpg?raw=true" width="30%"/> Style: <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/starry_night.jpg?raw=true" width="30%"/> </p>

The output becomes:

<p align="center"> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/tuebingen-starry_night.jpg?raw=true" width="30%"/> </p>

We can also choose a (younger version) of HM the Queen of Denmark as subject and paint her using different styles. Click the images to see the full size.

Subject

<p align="center"> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe.jpg?raw=true" width="20%"/> </p>

Styles

<p align="center"> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/lundstroem.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/donelli.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/picasso.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/groening.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/skrik.jpg?raw=true" width="18%"/> </p>

Outputs

<p align="center"> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe_lundstroem.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe_donelli.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe_picasso.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe_groening.jpg?raw=true" width="18%"/> <img src="https://github.com/andersbll/neural_artistic_style/blob/master/images/margrethe_skrik.jpg?raw=true" width="18%"/> </p>

Help

List command line options with

python neural_artistic_style.py --help