I am new to Nvidia HW and eco system, looking for some advice on the video analytics system I am trying to build.
The system will be based on TX1, with multiple camera sensors input. I need one software module performing the DVR function, multiple modules for analytics, say one for vehicle detection on cam A, another one for pedestrian detection on cam B. the analytics will use Caffe inference. I would like them to be independent so that I can later add a new VA function without changing existing code.The configuration should be flexible enough to change input/output channels.
Should I use a gstreamer pipeline to do this, or standalone c applications? Should I implement our own plugin? I have only superficial understanding of gstreamer. so please be specific when you kindly give me some suggestion.