Using a vegetable peeler or metal cheese slicer, cut potatoes into very thin slices. Place in a large bowl; add ice water and salt. Soak for 30 minutes.
Drain potatoes; place on paper towels and pat dry. In a small bowl, combine the garlic powder, celery salt and pepper; set aside.
In an electric skillet, heat 1-1/2 in. of oil to 375°. Fry potatoes in batches for 3-4 minutes or until golden brown, stirring frequently.
Remove with a slotted spoon; drain on paper towels. Immediately sprinkle with seasoning mixture. Store in an airtight container. Yield: 8-1/2 cups.