College Park This long narrow red-brick depot served the Atlanta & West Point Railroad. The tracks are still in use by A&WP successor CSX. Located in Fulton County near Atlanta's airport, College Park is a community of 19,000 people.   Georgia's Railroad History & Heritage. Copyright, Steve Storey. Railroad History | The Depot List | Locomotives On Display | Odds & Ends | Sources & References | Home