Check out the Google map made for it. . .
View Deep River Trail, Franklinville Portion in a larger map
Directions and map
From Asheboro and points west: from the intersection of Hwy 220 and Hwy 64 in Asheboro, it is about 7.7 miles east on Hwy 64 to the turnoff at Andrew Hunter Road / NC 2235; turn left here and go 1.8 miles. Take a slight right onto
From Siler City and points east: drive west on Highway 64 to Ramseur; turn right on NC Hwy 22 North and drive about 1.4 miles to Rising Sun Way (see sign for trail). Turn left on to Rising Sun Way and drive a short distance to the parking lot.
From Climax or
This is the eventual proposition of the full Deep River Rail Trail. It's a pdf file from http://www.ncrailtrails.org.