Black smoke could be seen rising from the beach in Villasimius in the south of the island.
Strong winds were hindering rescue efforts, firefighters said in a statement, adding that several cars had been burned.
Italy has been sweltering under summer heat-waves, with wildfires particularly affecting arid southern regions.
