Journal of Data Processing Adriano Puglisi, Francesca Fiani and Giorgio De Magistris 14 2 2024 https://doi.org/10.6025/jdp/2024/14/2/56-66 https://www.dline.info/jdp/fulltext/v14n2/jdpv14n2_2.pdf A smart computer system designed to manage and oversee the crowd levels in restricted areas is extremely beneficial. It’s crucial to develop a solution that considers these locations’ computing power and built-in components. By leveraging computer vision, especially with the addition of smart CCTV cameras equipped with artificial intelligence, the issue of accurately tallying people in confined areas can be addressed. We outline a control mechanism tailored for this purpose, optimizing the existing infrastructure and improving artificial intelligence to increase the speed of capturing frames.