Birds can also be detected automatically by sound. The Merlin app is highly effective at recognizing bird calls. It's been a game changer for inexperienced birders.
I've been using it for a month or so now and have really enjoyed it. It's got to the point now that I have renamed my mobile phone to "bird recognition device" and am actually taking it with me when I walk.