Oh sure, no doubt about it. I'm finally old enough to chuckle at most of it directed my way but it never feels good, regardless of where it's coming from. Having travelled a fair bit, I find North America to be relatively non-racist compared to many other countries where it's quite overt. Perhaps were I African-American I might think differently, but I've not had their experiences.
But you can still see it even when it's less obvious. In our new neighbourhood two doors over from us an East Indian family moved in and I think my wife and I might be the only people to go over and actively introduce ourselves

I don't think the rest of my neighbours are racist, but they aren't making much of an effort and the family sure seemed to appreciate the gesture.
Funny side story - my kid has been in a daycare at the University for about three years now. As you can imagine, lots of "foreign" students and staff, so she's always been in a minority as a white kid at the daycare (though there is no real majority either). Her first comment coming home from kindergarten was an innocent observation that there were lots of white kids (about 13 of 21 kids). She was pretty amazed.