Need advice on building a YOLOv8 + SAHI program

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Need advice on building and object detection program. I plan to use YOLOv8 with SAHI (slicing aided hyper inference) on RTSP stream of an IP camera. The detection stream has to be saved in realtime. I have a Jetson Orin AGX 64gb to utilize the NVDEC (HW engine) to decode the h.265 video.

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