I have solved the problem. It appears to have been an issue with my graphics card / monitor. I had to monitors plugged in to my graphics card. The game started full screen after unplugging one and restarting my computer. However for some reason the game was stuck in the unplugged monitors resolution. To fix I had to hard code the resolution into the config file.