In a mixing bowl, sift the dry ingredients. In a separate bowl, combine all other ingredients, except peaches, using a whisk. Combine dry and wet ingredients. Let rest for 2 hours.
Heat griddle. In the meantime, slice peaches thinly. Spoon pancake mixture onto the griddle. The sliced peaches should be added immediately. Flip once.