Abutilon
These beautiful half hardy perennial plants flowers from May - November, when planted in full sun / partial shade. They are sold in 1 litre pots and reach a height of 40cm. Give them a nice thick mulch of fallen leaves or grass cuttings before the winter frosts to make sure they return for you the next year.