Looking for simple theme for large number of images

I have a need that will use hundreds of images in a single album and I would like to show thumbnails with no information like rating, comments, actions pull-down, etc. Just want to show images in say 5 columns and 10 rows. Basically want a wall of thumbnails adjacent to each other with no other info.

I have tried classic, matrix and other themes, but I get a long list of pull-down, album name, image name, votes, etc., which I do not need (or want ability to hide). I am sure there is a simple way to disable, just have not succeeded in doing it. Any help appreciated.
thanks