If you are wondering where the image files of your Apple Desktop backgrounds are, you can simply navigate to the following folder.
To get to this folder, in case you don't want to remember the path, you can also do this.
Change Desktop Background
To navigate to the folder with Terminal.
open "/System/Library/Desktop Pictures"
To navigate to the folder with Finder.
Go to Folder..