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Is it really doable to run YOLO object detection & tracking in realtime over 2-3 streams on CPU-only setup ? Any tips and advices is very welcome

Is it really doable to run yolo in realtime over 2-3 streams on CPU-only setup ? Like 2-3 cctv cameras streams just to detect persons each running at inference rate of least 4-5+ FPS, is it really doable or worth trying ? If yes then what minimum hardware requirements (particularly CPU requirements…

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  1. 2026-10-08 09:23 · r/computervision
    Is it really doable to run YOLO object detection & tracking in realtime over 2-3 streams on CPU-only setup ? Any tips and advices is very welcome

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