Yes, any size shed requires a permit.
Setback Requirements: The shed must be set back 5 feet on both sides and rear, and 20 feet from the street. A shed cannot be placed in a front yard.
Foundation Requirements: A shed of light frame construction, up to 600 sq. ft in area, does not require a foundation with frost protection.