Android Studio: Pictures from drawable folder didn't get download with APK

So I am new to making apps but I tried creating my first one. I have a picture in it that is in the drawable folder. When I run the emulator the picture shows up but when I built the APK the picture is not there. Everything else works fine. What am I doing wrong? Thanks!