Ian Davies / Macaulay Library

Brian Sullivan / Macaulay Library

Ian Davies / Macaulay Library

Help us build our Photo ID tools!

Our computer vision photo identification system requires 500+ images of each species to accurately identify that species. The Macaulay Library needs additional photos for the following list of species. Help us build this system and submit your own photos at eBird.org. Learn more about submitting images to eBird.

View our latest Most Wanted lists for the following regions

You can also contribute in other ways.