Switch to gradle

Close project in Idea or Android Studio.
Pull from GitHub.
Delete all dirs bin, gen, out, .idea and files *.iml.
Be sure to install the "Google Repository", "Android Support Repository", "Android SDK Build-tools 19.0.3" and  "SDK Platform 19" in "Android SDK Manager".
Import project in Android Studio.