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Image-Conversion-of-Artistic-Style-Based-on-CNN

An Implementation of A Neural Algorithm of Artistic Style

But we improved the algorithm by combine three different images

  1. Converted one random photo into an artistic style painting by remaining the content feature of it and extracting texture feature and color feature from other two different pictures.
  2. Reconstructed the image by using the first 5 convolution layers in VGG Network.

Result

Color Input

input_color

Texture Input

input_texture

Content Input

input_content

Output

output

Libraries

You need to install:

  1. numpy
  2. Pillow(PIL)
  3. scipy
  4. tensorflow-gpu >= 1.0

Downloads

You need to download the VGG net

Reference

  1. VGG net
  2. A Neural Algorithm of Artistic Style
  3. https://github.com/anishathalye/neural-style