I just moved all my photos from Flickr to my own, self-hosted site. Please let me know if you find any errors or any glaring SEO problems. I'm using Gallery2 as my image hosting solution. http://Everything-Everywhere.com/Photography/
Once it gets indexed by Google images, I think it might. The reason I moved everything in house was because I estimate I'm passing up at least 1,000 visits per day (based on other similar photography sites). All that traffic is coming in off keywords. We'll see once Google indexes it. If not, I'll be running affiliate ads for photography and travel as well.
The layout and the design of the site is good, I think the adsense ad ads are irrelevant to your site because you do not have enough text on the page.
Cool! I really like your gallery website. The dark color scheme makes the design more elegant and impressive.