Deep-image-analogy-TensorFlow
Implementation of the paper : Deep image analogy
Introduction
This code mainly implements the interesting paper Visual Attribute Transfer through Deep Image Analogy, details of the algorithm please see the paper.
How to use
Step 1. Download the vgg19.npy(BaiduDrive), and put it into the folder 'vgg19'
Step 2. Modify the image's path in Main.py
Step 3. execute Main.py
Python packages
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python 3.5
tensorflow1.4.0
numpy
scipy
pillow
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Results
Input | : | Output | :: | Output | : | Input |
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| : | | :: | | : | |
| : | | :: | | : | |
| : | | :: | | : | |
Time: 3 minutes for 224x224 image size
These results are not satisfactory compare to paper's attractive results
Acknowledgement
Thanks for the PatchMatch code from harveyslash