2024
DOI: 10.12928/telkomnika.v22i3.25946
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Face recognition for smart door security access with convolutional neural network method

Dhimas Tribuana,
Hazriani Hazriani,
Abdul Latief Arda

Abstract: This study focuses on enhancing office security through a smart door system, designed to protect sensitive documents and critical data. Emphasizing exclusive access for authorized personnel, the system integrates advanced biometric authentication, predominantly facial recognition. The project's aim is to optimize face recognition using convolutional neural network (CNN) techniques, identifying the best preprocessing methods and hyperparameter settings. A significant aspect of the research involves developing a… Show more

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