To view slideshow in full-screen mode with captions click on presentation, then click on full-screen icon in lower right. For captions in full-screen click on Show info link on upper right. Press Esc to exit the full-screen mode. Reload the page to restart on-page presentation.
You can also see the stream in flickr.