content: 730 of whom were criminals, whose images were provided by the police.  So they created a machine learning model that recognises photos taken by police cameras. This is exactly the sort of pitfals you have to take care of when doing ML. This is the most basic thing you have to get right. To do this right, they have to take photos of people themselves, or the ML model will just learn the difference between how the photos were taken.