I don't usually have trouble iding them, I just can't see the darn things well enough to tell their markings.
Unless they have distinctive coloring or shape all I see are little brown birds.
I see enough detail to id a chickadee, titmouse, blue jay, cardinal, and a house finch but that's about it. To tell if it has a crossbeak or grosbeak, nada.