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A challenge in monitoring is ID switching, which is when 2 persons overlap and thus one man or woman is occluded while in the camera’s watch, along with the algorithm switches their originally allocated IDs. The existing DeepSORT algorithm will be able to reduce these challenges by which includes Affiliation metrics that use similarities between