If you're new to Android development, you will learn that, for each image resource you want to use (for a button for example), you need to provide it scaled to fit all screen resolution. A little bit complicated in fact.
So, take this online tool. It will ask your to which screen your image fits and then adapt it to all other.
I hope Google with simplify the process and let the IDE do that behind the scene.