You can specify a file with of such commits with --ignore-revs-file, and of course check in that file. Naming that file .git-blame-ignore-revs seems to be a convention I've seen more than once.

Still need to specify the file yourself, so hopefully someone can point out the missing magic to have git pull in .git-blame-ignore-revs on its own.