Abstract Automated Face Recognition's (AFR) popularity as a technology has been on a constant rise for the past few decades with new applications and usecases popping up every few years. A recent example of a possible application of this technology can be seen in Apple's Face ID and it's [sic] use of face recognition as a form of user identification. Due to the popularity of AFR there have been many research efforts to perfect the algorithms that make it possible....