Yes, I've been finding those in veggie beds at our school garden, too. (I'm also in Sarasota) They seem to seed themselves really easily, and pop up everywhere there is water.
By all means pick the flowers and enjoy indoors, but don't let them go to seed, and yank out the bulb, too.