You are missing an appropriate loader that would match that png of yours. To fix this, set up either url-loader or file-loader so that it matches your png.
url-loader has a limit option you may find useful. It allows you to control whether or not it emits dataurls (inline) or paths (uses file-loader and emits files matching to paths).