Emory Branch, a tributary of Holcomb Creek, forms a 25-foot waterfall just above where this stream flows under Holcomb Creek Road (FR 696). While the waterfall is just 250 feet from the road, there is no trail to it through the thick rhododendron. 

For detailed directions, see page 389 in Mark Ozboyd's "Waterfalls of Georgia" guidebook.