Place cherries, sugar, and lemon juice in a blender and blend smooth.
Strain cherry mixture into a large bowl, then add heavy cream and half-and-half.
Cover and chill in the refrigerator overnight.
Set up your churn and churn according to the manufacturer's directions.
Pack into an airtight container and place in freezer for storage.