It’s simply an appreciation of beauty and there’s nothing sexual or romantic about it (though you can feel aesthetic attraction and sexual and/or romantic attraction simultaneously)
This is what asexual people usually mean when they talk about someone else being beautiful/pretty/good-looking/attractive.