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Merlin Bird In Flight: Cornell Lab of Ornithology is an advanced bird identification tool developed by the Cornell Lab of Ornithology to help bird lovers recognize birds in real time. Using powerful AI and machine learning, the Merlin app now includes the “Birds in Flight” feature, which can identify flying birds through photos or live observations. It analyzes wing shape, flight pattern, color, and sound to match the bird with data from Cornell’s world-class eBird database.