Image Style Transfer Using Convolutional Neural Networks

Introduction

• This is Image Style Transfer Using Convolutional Neural Networks implementation repository

Requirement

python == 3.8
tensorflow == 2.8.0

Run

• Running style_transfer.py

  python style_transfer --style_img --content_img
  

• args
  • style_img : style image path
  • content_img : content image path
• You can modify content weights(alpha), style weights(beta) and num_iteration at configs/Config.py

Result

• content image
  
• transfer result
  

Reference

• Image Style Transfer Using Convolutional Neural Networks. Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
• Keras Neural Style Transfer example code