Yes, you can use canned peaches for this recipe, but you should make some tweaks. Use two cans of canned peaches in syrup, drain one and leave the other one undrained. You may want to add vanilla extract, brown sugar and cinnamon to give it more of a pie filling flavor, but it works fine without.