Tensorflow Image Style Transfer Server

As a part of a demo for Applications and Machine Learning, we will use a pre-trained model for Image Style Transfer to receive an image posted to a route on this server, modify the image to the required style and then return it to the user.

Requirement

• Python >=2.7 or >=3.4
  • TensorFlow >=1.0
• Node >=6.9

How to run

$ pip install -r requirements.txt
$ npm install
$ export FLASK_APP=main.py
$ flask run

Deploy to Heroku

$ heroku apps:create [NAME]
$ heroku buildpacks:add heroku/nodejs
$ heroku buildpacks:add heroku/python
$ git push heroku master

License

Based on: https://github.com/lengstrom/fast-style-transfer

Check his cool work for more applications like video style transfer.

Copyright (c) 2016 Logan Engstrom.