No, it don't make your brown eyes blue.
In 1900 in America about 60% of us had blue eyes. Today it's 16% and declining.
I have green eyes, though. Even rarer. That's because I'm cool. A red head with green eyes is cooler, though.
Holland's Annual Redhead Day