I think a key thing overlooked is "human reviewers who would train its software..." which usually means throwing out it as a human interface task to mechanical

I think a key thing overlooked is "human reviewers who would train its software..." which usually means throwing out it as a human interface task to mechanical turk and retrieving the result, then throwing the data into the input of the machine learning algorithm. This is not the same as having a human look at videos.