Jetson Orin Deepstream vs conventional python program

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Does anyone have a independent evaluation of using Deepstream Gstream pipline instead of a conventional python code?

Gstreamer: USB-CAM -> Appsink -> (CPU to GPU) AI analysis (TensorRT) -> CV2.ImShow

I think I understand that deepstream uses the GPU only in the gstreamer pipeline but is it faster. Any comparison. Where/what do I gain by using the deepstreamer?

br,

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