One of the coolest ways for a man to style a beige military jacket is to team it with olive chinos for a casual getup. A pair of dark brown suede driving shoes looks perfect finishing off this ensemble. Rest assured, this ensemble will keep you comfortable as well as looking stylish in this in-between weather.