Apparently that's a myth:

https://www.pregnancymagazine.com/pregnancy/pregnancy-health...

> Babies of African American, Hispanic and Asian descent are usually always born with dark eyes that stay that way.

Reference isn't great but you'll see the same thing where this topic is discussed almost everywhere.

That said, it would be true for most white people.