I have saved all my iTunes music to an SD card as my laptop has small memory. Many of the albums have no artwork. I have selected the song, found the Artwork and added it but it does not appear in Itunes when I look at Albums
This is correct. The iTunes database needs to be refreshed. You can run an internet search to find a script that will simplify this for you, there are a few out there.