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System requirement for a face recognition system

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Hi all, we are looking into implementing a system using face recognition from OpenCV. Now we are doing pre-study regarding and try to figure out the system requirements. Anyone could share some experience/understanding regarding system requirements, like memory consumption and the time to process an image? The system will handle 5000 person and each person could have 5 train image. Thanks

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