MingtaoGuo / Deep-image-analogy-TensorFlow

Implementation of the paper : Deep image analogy

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

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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

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Python packages

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1. python 3.5
2. tensorflow1.4.0
3. numpy
4. scipy
5. pillow

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Results

Input	:	Output	::	Output	:	Input
	:		::		:
	:		::		:
	:		::		:

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