There are loads of albums and photos in Facebook accounts, but nothing apparent in the individual accounts about downloading them.

This is a recent post (from a site that turned up in a non-AI search) giving information, and it starts with requesting the download (so you need to be currently able to see the account to do this): how to save all your photos from facebook and instagram. The site appears to be from a commercial digital organizer.