This work sets out to recreate the methods to detect faces that appear in a video stream. Facial recognition is used everyday all around the world for tagging identities, tracking and profiling people and enhancing the quality of taking photos. It's a technology that's wide spread and used in many social platforms as well as phone cameras. Understanding and recreating this technology makes it possible to adapt the tech in more deep-field and specialized use cases.