Yeah sure, if the flowers are the background on the iPhone you bought him. Really, what is a man going to do with flowers? If you are going to get him something girly, at least make it chocolates... that's something a man will use.
Seriously, though, if your man is a true romantic, go for it. If you don't know his favorite kind, get yours. If it goes well, you'll be enjoying them too.