Birdsnap dataset contains 49,829 images of 500 of the most common species of North American birds. There are between 69 and 100 images per species, with most species having 100. Each image is labeled with a bounding box and the location of 17 parts. Some images are also labeled as male or female, immature or adult, and breeding or nonbreeding plumage.
