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A facial recognition system is a technology capable of identifying or verifying a person from a digital image or a video frame from a video source. There are multiple methods in which facial recognition systems work, but in general, they work by comparing selected facial features from given image with faces within a database. It is Helwan University – Faculty of Computers & Artificial Intelligence – General Division Computer Science Department – Module: CS361 Artificial Intelligence – Fall “Semester 1” 2019-2020 Page 9 of 9 also described as a Biometric Artificial Intelligence based application that can uniquely identify a person by analysing patterns based on the person's facial textures and shape. Build a face recognition system for identifying a person from grayscale digital images using Random Forests. You may use the following data-set: https://www.kaggle.com/serkanpeldek/face-recognition-on-olivetti-dataset/notebook