Yes, a cheap Wagner type sprayer will do the trick. Just make absolutely sure you have all dirt and dust removed from any of the wood to be painted as there is nothing worse than applying paint over dust and then the paint does not adhere properly. The cheap paint sprayers will work but just expect to throw it away after one use, that's about all they are good for. You could also consider renting one..........