Fabric paint

I bought a used jogging stroller for this winter since I know my travel system stroller or umbrella stroller don't stand a chance going through the snow. It was a steal, $30 for a baby trend jogging stroller BUT the colors are really faded  . I want to buy some fabric spray paint and paint it all black...has anyone tried this? I keep finding "simply spray" online, apperently its very good quality but it costs $20/can +shipping and I've seen on reviews that a small chair takes 2-3 cans...anyone tried any other products?