She was discovered at Sheepland Road, Ardglass, at about 04:40 GMT on Sunday.
A bicycle was found close by. Police are investigating the possibility that she may have been cycling.
They are appealing to anyone who may have seen her either walking or cycling on the road to contact them.
A woman in her 50s is critically ill in hospital after she was found lying unconscious on a road in County Down.