The first thing is this project isn't work prefect. It can only work train but not test So if u want to use this code , u may need to write your own testing to test this model The second thing is this code base on Tensorflow ,so it hide the details of the subpix shuffle . At last, if u have any question ,please write the issues and I will respond to it as soon as possible. Thank u for watching it