Emergency services received 999 calls just before 1.30am on Wednesday.
Three fire crews from Telford Centre and Wellington stations went to the property in Freeston Terrace and brought the blaze under control by 2.10am.
Officers said the two sheds were completely destroyed.
A fire investigation officer was at the scene. The fire service has not get given the cause of the blaze.