There is mixing to a degree within all ethnic groups.Even within ethnic groups there's not "one look". There's diversity even within each ethnic groups.
Though there's a general appearance within each. It's a sort of gradation from South to North or East to West.
Oddities will exist, and mixing within Empires over the course of time will have occurred, but generally the overall look of groups don't change, unless one advocates genocide occurred.