Hi @jwrl
Please refer to these posts:
NVBuffer (FD) to opencv Mat - #6 by DaneLLL
Nano not using GPU with gstreamer/python. Slow FPS, dropped frames - #8 by DaneLLL
You can call createNvBuffer() to create RGBA NvBuffer and map to cv::cuda::GpuMat.