You can. The great thing about canned though is that the peach slices may be a little softer compared to some ripe peaches that may not be very ripe and the sugary syrup that the peaches are in, in the can, tend to be sweeter. But it's definitely an option to make this using fresh, especially if you have juicy peaches.