I love the Merlin app, been using it for a long time. I have now used the photo option, and it works well. Telling the sparrows apart is always a challenge, and the combination of songs and pictures really helps.
Well sometimes the favorite bird is the one close at hand. House Finches made a nest on the Easter Wreath on the front door. What fun it was to watch them grow and fledge.