Our database has the same photo as the web-sight above Zoe posted
It looks like the one in the database came from "American Peony Society Garden, Cornell University, Ithaca, New York" and it's a public domain photo. My guess is the website Zoe shared used their photo (which if I understand public domains, it is okay for them to do so).