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A obstacle in tracking is ID switching, that's when two people overlap and therefore 1 individual is occluded from the camera’s perspective, as well as the algorithm switches their initially allocated IDs. The current DeepSORT algorithm has the capacity to ease such complications by like association metrics that use similarities concerning visual