This project was implemented by me, Michael Honke and Rahul Iyer as a part of Deep learning course (offered fall 2017) at University of Waterloo. Photo-realistic style transfer is a technique which transfers colour from one reference domain to another domain by using deep learning and optimization techniques. Here, we present a technique which we use to transfer style and colour from a reference image to entire video. In accomplishing this, we take help from two papers:

• Deep Photo Style Transfer Luan et al.
• Artistic style transfer for videos Ruder et al.

Below are the results of the combined model applied on three different samples:

Sample 1:

                              Input Video                                           Style Image                             Output Video

Sample 2:

                              Input Video                                           Style Image                             Output Video

Sample 3:

                              Input Video                                           Style Image                             Output Video