Due to the fact, that deep learning technology takes giant steps in developing and improving, we might say that modern cities are just around the corner. One of the things that cities of the future need is face recognition system.
Why do we need that?
Face ID, for instance, can help the police to identify perpetrators and send them fees. It can bring huge benefits, because people will know that they can be punished for minor hooliganism. They can use it for finding criminals and elimination syndicates. Thus, security of life will be improved. Moreover, in the nearest future, face recognition technology will be able to understand human’s emotions, so that it will bring some benefits in medical industry and can be implemented in pain management procedures. Yet, its general mission is to help security system. It would be better to use Facial biometrics combined with fingerprints to authenticate persons.
How is it performing now?
Huge software corporations like IBM, Google, Amazon, Facebook, etc. are shipped to work on facial biometrics. They have already achieved impressive results. For example, Facebook DeepFace can determine two photos of the same person with accuracy rate of 97.25%. In June 2015 Google’s program FaceNet achieved 95% on YouTube Faces DB. Although, its performance is quite high, this technology still has a lot of issues to be solved.
Firstly, as you may know Apple introduced Face ID in Iphones since X’s version and it had been heavily criticized by Chinees people because of inability to recognize some of their faces.
Secondly, In February 2018 found that Microsoft, IBM and Megvii tools had big percentage of mistakes when identifying dark skin women. This problem has been solved, though such occasions show us not thoroughness of this technology. This is due to the fact, that there are too many variables that need to be taken into consideration.
If we implement such a technology into our cities, there is a chance that it would not be accepted by usual peasants. Because, face recognition requires huge number of cameras in cities and human, like a creature, may take it as an endless monitoring and lack of freedom because we will have to act like robots to prevent punishment from the government. Moreover, the technology will replace manual work and this won’t be welcomed. Yet, advantages take over disadvantages and it is not long time before face recognition technology will be entered.
For more information: