Drain olives and rinse thoroughly in a colander. Place rinsed olives in a large bowl. Add olive oil, garlic, thyme, oregano and red pepper flakes to the bowl. Stir to combine and cover with a lid or plastic wrap. Refrigerate olive mixture for 1 to 3 days before eating.