UNCr is a homegrown photo/image gallery that runs on PHP/MySQL. It allows tags, titles, and descriptions for each image. You can also create "sets" or groups of images that relate to one another on a thematic or chronological basis. Images are uploaded full size and sorted into directories organized by month/year. Each image uploaded is reproduced into a thumbnail image, too, to make sorting and organizing and browsing easier.