At 35 seconds, the woman running with the child in the direction of the camera, her face is almost completely blurred out. If you look really hard you can see an outline of her nose and what not but overall it is interesting to see how the neural net works in this region of the video.

Not surprising, but still drives the point home that good ML/AI algorithms have a bottleneck at the input data.