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I would think of a kind of classifier based on features, you can classify each frame or each Xth frame for saying what kind of bird it is... You should need some databases of different birds... and also with something else. If it is a static camera, it is simpler, start classifying object (frame region) based on background subtraction. You can also do some kind of statistics based on previous classification for enforcing the "Species Recognition".