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Artistic Style Transfer

Artistic style transfer by convolutional neural network, inspired by Harish Narayanan's blog and the paper from Gatys et al., 2015.

Requirements

  • Python 3.5
  • TensorFlow 1.0 (GPU version recommended)
  • Keras 1.2.2
  • Numpy 1.12.0
  • SciPy 0.19.0
  • Pillow 4.1.0 (A famous PIL fork)

I personally recommend you to use Anaconda to build your virtual environment. And the program probably cost a significant time if you are not using the GPU version Tensorflow.

Demo

I'm not sure whether all the style images I used are from the public domain, so I will only show the result images. And yes, it's me.

VGGNet

Acknowledgement

I would like to thank Dr. Ray Nilanjan for his lectures which gave my the first insight of convolutional neural network and deep learning during my undergraduate study.

Reference

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