Prioritizing advanced security, the infusion of AI Mediapipe into the realm of smart door access not only simplifies access control but also guarantees unmatched protection, reshaping the expectation for safety and reliability. Implementing AI Mediapipe facilitates real-time gesture recognition, face detection, and hand tracking, optimizing access control in smart door systems. Integrating software and hardware set a new standard in the domain of smart door access. Here, we have proposed a smart system with a high-resolution camera to capture faces and connect them to a processing unit, i.e., Raspberry Pi. A face detection algorithm has been deployed into the hardware device so that the lock would open once an authorized face is detected. Our proposed system can make accurate predictions compared to existing systems. Integrating advanced computer vision and authentication methods marks a significant stride in the evolution of intelligent entry solutions.
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Dutta et al. (2024) studied this question.
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