Running several real-time networks at one time

Hello everyone. I saw how people run multiple real-time networks on Jetson using DeepStream in parallel, dividing screen into small windows. I have yolov4-tiny and resnet50, calibrated and optimized in TensorRT (resnet50 for real-time video analytics), but it’s not clear for me - should I use only DeepStream for running several examples of yolo/resnet at one time OR maybe I can do this just using TensorRT? Currently I’m grab frames by OpenCV from RTSP and RTMP sources, putting text about detections, but it seems there is no RTMP support in DeepStream? Coding in Python.

Thank you.


For an optimized pipeline, it’s more recommended to use Deepstream SDK.
Here is a RTMP discussion for your reference: