Hi Rags,
I changed the icon using both of the options circled in my screenshot. It auto-applied it to the icon in the top left of the file explorer when you open the folder, but you couldn't see the new icon on the desktop. It remained the default folder icon.
After changing the icon, I restarted my computer, and I was able to see the icon.