recognize what action is being performed and the one very weird result in action classification has been that giving more frames of video to the classifier did not seem to improve performance that just a single frame oh thank you perfect the single flame is is good enough all right look at that perfect okay thank you okay so for example so you basically for a single frame you do basically just as well and this was a big strange result that people don't know why it was so but if we look at for example here is an