Either let the gallery simply play and enjoy the view, or hover your mouse over any image to activate the controls.
Alternately, you can use your keyboard to control the gallery:
F: Enter full screen
Left arrow: Load previous image
Right arrow: Load next image
Space Bar: Pause/auto-play playback