Granite Falls is a town in Caldwell County, North Carolina. It is home to the Granite Falls bed and breakfast. This is a great B&B, be sure and check it out for your stay in Granite Falls. Granite Falls holds an annual Christmas parade on the first Saturday in December. Art in the Park at Park Square in Granite Falls is held during the month of June and provides live entertainment. Housed in a former train depot built at the turn of the 20th century in Granite Falls, the Hudson Railroad Depot Museum chronicles the history of the town of Hudson and the local railroad industry through photographs and artifacts. The Antiquities Vending Company in Granite Falls boasts the world's largest collection of antique soda machines with more than 1,000 machines dating back to the world's first. Visitors can browse the collection of restored vintage soda machines in the showroom and have the option to order any of the machines for purchase. Captain's Galley Seafood in Granite Falls is a two-star restaurant. It's known for its seafood. Giovanni's located 5.9 miles from Granite Falls, in Hickory, is known for the best Italian cuisine. Granite Falls Inn is a great place to relax after a long day! Less