Norcross Depot The picturesque 1909 Southern Railway depot in Norcross was donated to the city by Norfolk Southern in 1983. For most of its history since then it has housed the Norcross Station Cafe. Norcross is a city of about 11,000 in Gwinnett County, on the northeast side of metro Atlanta. Developmental history of downtown Norcross.   Georgia's Railroad History & Heritage. Copyright, Steve Storey. Railroad History | The Depot List | Locomotives On Display | Odds & Ends | Sources & References | Home