It depends on the language it was compiled in. It'll help you retrieve the binary, but you need to use the right tool to get the source code from it. It's not different than download an app on your host machine. It just make it easier for you to see what people put in an image. Android/Java is a language you can get the entire source from excluding if they obfuscate it.