Most Wanted Photos


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 Learn more about submitting images to eBird.

You can view our Most Wanted List for photos and audio at the Google Sheet available here. You can also contribute in other ways.