We use generative neural network (GANS)  to improve video to HD resolution.

 

Our model is trained using by a lot HD film trailers. We are collected a lot of HD trailers and manually reduce resolution to prepare training set that contains pairs: low resolution trailer and HD resolution trailer. Then we are training neural network models and apply trained models to improve resolution of the video archive.