For photos, click on the photo, Bottom right there should be two options Edit Picture and Delete Picture. It is kinda tiny letters so i can see missing it.
Albums So if you go to the album you see the line where it says "ADD Picture" go all the way to the right and there are 3 icons The far right one (confirm by hovering over it) is delete album.