WordPress as Image Gallery

Sure. There are quite a few different image gallery systems out there these days that will allow you to do just about anything you want with photos on your site. But what if you only want to be able to easily upload some images and display them in a nice way? Do you really need all the bells and whistles of a full blown gallery system?