How do I export contact photos from iCloud?

I am trying to export contact photos for my iCloud Contacts. I initially tried exporting my contacts as a vCard, but iCloud doesn’t include profile pictures when exporting. (Interestingly, iCloud Contacts can import photos from a vCard)

Manually saving the photos from the iCloud Web app didn’t work either, as the Save Image as option was missing when right clicking my contact photos.

Is there any way to export my contact photos from iCloud?