The incident started in Lincoln Road, Fratton at about 12.50pm today.
A spokesman from the fire service said that three pumps from Southsea Fire Station are currently on the scene.
A fire is believed to have started in a shed and spread to a neighbouring garage, also affecting two other nearby sheds.
This picture was sent to The News by reader Michael Brennan.