You made me look it up, thanks!
It seems sexual fantasy is an arousing mental image, whereas a fetish is a fixation with a non-animated object or a body part that isn't normally considered sexual.
So, for instance, if leather boots turn you on, that's your fetish. If you get aroused by thinking...