24 #YOLO streams. 1 edge card. Real-time. Independent tests show sub-1 J/frame efficiency + consistent performance across YOLOv5 → YOLOv8. Multi-stream vision at the edge is finally practical: Retail. Security. Robotics. Is this where you imagined things going?

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