Sheds meeting the following requirements are exempt from requiring a building permit:  one-story detached accessory structures, used as tool and storage sheds, playhouses, and similar uses, provided the floor area does not exceed 200 square feet.
Please note:  Your municipality may require a zoning permit.  You should check with your governing office before starting work.