A process for producing a potato product includes hermetically enclosing potatoes in a container having an average oxygen permeability of 5 cc/m.sup.2dayatm or less, and heating the potatoes at 60 to 95.degree. C., the potatoes being heated under conditions where dissolved oxygen content in the container becomes 5% O.sub.2 or less at least when heating is completed.