I'm curious about this too, but haven't been able to figure it out. I want to do some extremely basic detection on user specified videos and it'd be really slick to do it entirely in the browser.

Unless someone has a trick I haven't thought of though, I think I'll have to download it first which isn't nearly as cool :/