Here is the filter I created. Pretty straight forward, I think. I have used a similar date filter in other reports.

AND(
{Inv Date} >= QUERYDATE("Enter Start Date:", TODAY()),
{Inv Date} <= QUERYDATE("Enter End Date:", TODAY())
)