After more or less 10 minutes of playing, my graphics card seems to be creating strange anomalies across the screen. I tried updating my Display Drivers. And also installing older drivers. I am thinking then it might an actual ingame issue.
My GPU is the Radeon R9 270
I am not sure what else to adjust in the game itself, at the moment all my settings are set to low. with 1920 x 1080 resolution and runs between 80 - 100 fps normally. When the anomalies start to appear my frames drops to 2 fps and then stays there.