Different people like different things. I still think it is annoying enough to stop going to the site.
If you like it that much, maybe you should make 2 Versions of the site: one with the annoying fade effect, and one without. You don't have to duplicate the images, just the html files. So, it wouldn't increase disk space usage by too much.