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Facial recognition technology has gained significant attention in recent years, particularly in the context of surveillance and security. One software solution that has garnered interest is FaceTrackNoir, a facial recognition system designed for use in various applications, including surveillance, access control, and identity verification. This paper aims to provide an in-depth analysis of FaceTrackNoir v2.01, exploring its features, functionality, installation process, and potential applications.