neural_style

NOTE: Deployment of ML models has been evolved a lot. At the time this projects is created, there were no(or very little) guidelines for deploying a Pytorch model properly. The methods might be outdated. Use this project only conceptually.

Neural Artistic Style Transfer

This project is the implementation of the paper Image Style Transfer Using Convolutional Neural Networks

Please visit below to see deployed web app.

http://omerkirbiyik.com/neural-style

Good news! No need to download any dataset to train. We will backprop over generated image and will use pretrained CNN models.

• Make a nginx configuration to run Flask app or change static folder and use gunicorn or other serving options. This part can be tricky. See this link for further.

References

• https://www.digitalocean.com/community/tutorials/how-to-install-nginx-on-ubuntu-16-04
• http://flask.pocoo.org/docs/1.0/deploying/
• http://cs231n.github.io/
• https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf