Preheat your oven to 400 degrees Fahrenheit.
Grate the peeled potatoes using a box grater or food processor with a grating attachment.
Place the grated potatoes in a clean kitchen towel and squeeze out as much moisture as possible.
In a large bowl, mix the dried grated potatoes with olive oil, salt, pepper, garlic powder, and onion powder until well combined.
Spread the potato mixture evenly on a baking sheet lined with parchment paper, pressing down slightly.
Bake in the preheated oven for 20-25 minutes, then flip the hash browns over and continue baking for another 20-25 minutes, or until they are golden brown and crispy.
Remove from the oven and serve hot.