You can select high-definition playback by pausing the video, clicking the "gear" icon, and choosing "720p" from the pop-up menu. Then, restart the video and enjoy it in its original quality.
Play the above video to see how.
Please note: The quality choices depend on the speed of your internet connection, so the highest quality may not always be available.