Neural Net Style Transfer for 4K

Neural Network Style Transfer for 4K videos of Drone Footage

I was curious how would drone footage look when convolutional neural network style transfer is applied to it. I gathered some drone footage from youtube and picked a few art styles that I thought would be interesting to try. 

I used this style transfer implementation:
It took me a few hours to clean up and convert the videos to the right format. Then it took me around 30 hours in the weekend to train the styles and apply them to the videos. I used 2x GTX 1080 and 2x GTX 970. I used the 970s for training and the 1080s for style transfer as I needed more memory for 4K style transfer. After that I edited the videos and decided on which shots I want. It took a while, but I’m very pleased with the results.