Where are you getting that figure from? I've never heard one less than 50,000, and Constantine XI was able to raise 5,000 levies from the city's population for its defence, which would be literally impossible with 10,000 people.land.
The estimated population of Constantinople just prior to its conquest was less than 10,000. Even if you somehow solve the Ottoman problem, the Empire was dying from other causes.