Shape into 48 (1-inch) balls. Freeze 10 min. Insert lollipop stick into center of each ball. Dip 24 balls in semi-sweet chocolate; top with half the sprinkles.
Place on waxed paper-covered rimmed baking sheet. Repeat with remaining balls, white chocolate and remaining sprinkles.