Electronique des Systèmes Embarqués

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Author: search.filters.author.Belkacem, Samia(Promotrice)Subject: search.filters.subject.Face recognition

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    Face recognition based on AI
    (Université M'Hamed Bougara Boumerdes: Faculté de Technologie, 2024) Sadat, Abdelmalek; Belkacem, Samia(Promotrice)
    This thesis details the creation of a robust facial recognition system leveraging artificial intelligence (AI) and Python programming. Our primary aim was to achieve highly accurate face recognition across diverse conditions. Extensive testing on a dataset comprising over 1500 individuals yielded impressive results, with success rates reaching a peak of 93.1%. This underscores the system's capability to perform effectively under varying conditions, including different angles, lighting environments, age groups, hairstyles, accessories, and makeup styles