Police have arrested a man who walked into an Atlanta grocery store with five guns and body armour, just days after a mass shooting at a Colorado supermarket, authorities said.

Police were called shortly after 1:30 p.m. on Wednesday to the Atlantic Station Publix where the manager told them an armed man had entered the store and headed straight to the bathroom, police spokesman Officer Anthony Grant said.