Reference: https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Overview.html
DeepStream is a streaming analytic toolkit to build AI-powered applications. It takes the streaming data as input - from USB/CSI camera, video from file or streams over RTSP, and uses AI and computer vision to generate insights from pixels for better understanding of the environment. DeepStream SDK can be the foundation layer for a number of video analytic solutions like understanding traffic and pedestrians in smart city, health and safety monitoring in hospitals, self-checkout and analytics in retail, detecting component defects at a manufacturing facility and others. Read more about DeepStream here.
Nvidia DeepStream is a based on GStreamer.
Typical Deepstream Pipeline
Plugins
Deepstream Plugins: https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_plugin_Intro.html