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This article discusses the use of computer vision and deep learning techniques in surveillance cameras to monitor human activities and prevent crimes. It also highlights the need for an automatic system to manage this monitoring, as the involvement of humans can be costly and problematic. The main objective is to create a safer and more secure environment by reducing crime rates.