From MilitaryTimes:

Experts say ISIS totals no more than 10,000 fighters throughout Iraq and Syria, while the force that specifically seized the city of Mosul this week probably totaled about 800 fighters. That force overpowered two Iraqi Army divisions totaling about 30,000 troops.