The minimal unit size in a battle is 50, so 19 will flee before the battle takes place and will have no impact on it whatsoever.
However, garrison or not, all attacking armies must still breach the walls before plundering the ressources .... just click on the "Siege Phase - Winner" part of your battle report to see the details round by round
Have fun,