Line a large cookie sheet with parchment paper. To slice the peaches, cut in half vertically around the pit. Remove the pit. Cut the peach halves into ½-inch slices.
Lay the peach slices on the prepared cookie sheet in a single layer. Place the whole cookie sheet into the freezer until the peach slices are frozen, about 3 hours or overnight.