The Night They All Departed

On an island of perfectly logical people, everyone can see everyone else's eye color but not their own, and no one may discuss eye color. One day a visitor publicly announces, "At least one of you has blue eyes.'' Every midnight, anyone who has deduced their own eye color leaves the island. If exactly $5$ islanders have blue eyes, on which night do they all leave?