The answer depends on your growing zone, as rosemary plants are unlikely to survive temperatures below 10 to 20 degrees F. (-7 to -12 C.). If you live in USDA plant hardiness zones 7 or below, rosemary will only survive if you bring it indoors before the arrival of freezing temperatures.