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This article describes the implementation of the RFDETR (Region-Free Detection Transformer) object detection model on a Rockchip NPU, a specialized AI accelerator chip. The authors demonstrate the feasibility of deploying this advanced deep learning model on resource-constrained edge devices, enabling efficient real-time object detection.