Simple Image Gallery is a powerful and lightweight Image Gallery Module for Joomla. It shows thumbnail view of all images of a directory and click on them will show full size in lightbox.

Its create thumbnail automatically which ensures fast loading of your site. The gallery itself is very flexible and easily customizable and offers a great alternative to flash-based solutions.