Yeah, I'd love to know why this happens. But, that is correct, simply reload the webpage or toggle to a different camera and you should be back in business.
I wanted to see if I could write shaders that do real-time filtering of a webcam for iOS and Android. Should work on any mobile device or computer. Just avoid Internet Explorer and Chrome on iPhones. I'd love to know what you think!