Nice quick image gallery generator?

I get a bunch of photos that I need to put up on our website and I have to import each into photoshop and resave it individually using save for web then I save it again at a smaller thumbnail size. Is there any free or inexpensive software anyone here uses to create photo galleries so I can do it quickly ?