The closest hotel to the kwoon is the Covered Bridge Inn & Suites. They are not overpriced, and have clean, comfortable rooms.
Covered Bridge Inn & Suites
120 High School Street
Oneonta, AL 35121-1819
Phone: (205) 625-3961
The map below shows the location of the Covered Bridge Inn (balloon) and the Hardcore Jeet Kune Do Academy (red X):