This is a large-scale bird dataset, including 49,829 images of 500 bird species, of which 47,386 images are used for training and 2,443 images are used for testing. The dataset demonstrates state-of-the-art recognition performance, and these recognition methods are integrated into an online field guide and are publicly available.