CS539-ML-18F-Project

WPI CS 539 Machine Learning Project

This project is an implementation of Style Transfer using CNN.

Environment Dependencies

1. mxnet

• This page https://mxnet.apache.org/install/ illustrated how to install mxnet.

2. OpenCV (Python)

• pip install python-opencv

Data Source

1. We use following datasets to train our model(Content):
   http://msvocds.blob.core.windows.net/coco2014/train2014.zip http://msvocds.blob.core.windows.net/coco2014/val2014.zip
2. Sytle Photo:
   It contains 22 oil painting images.

Project Website

https://jmnie.github.io/ml_project/

Video Demo

https://www.youtube.com/watch?v=5WqvDl81Cj0

Or reference this gif:

Presentation Slides

https://prezi.com/kxdwilsggigw/machine_learning_pre/?utm_campaign=share&utm_medium=copy