Optimizing access to image data acquired with nvcamerasrc

Autonomous Machines Jetson & Embedded Systems Jetson TX1
#1

Hi!

I am working on a machine vision solution based on OpenCV. The algorithm used to process every frame is fairly simple, however the system’s performance is strongly related to the effective framerate.

I am working on creating a custom integration procedure between gstreamer and OpenCV and would like to remove as much of unnecessary processing/copying as it is possible.

  1. Has the NVMM image data specification been released yet? It has been mentioned on the forum before (https://devtalk.nvidia.com/default/topic/903438/jetson-tx1/hw-accelerated-jpeg-encoding-/post/4777535/#4777535), but I was not able to find any information about that.

  2. Would it be possible to force nvvidconv to return its regular (non-NVMM) output in zero-copy (shared) memory?

#2

Hi westej,
For gst command, you can run
gst-launch-1.0 nvcamerasrc ! nvivafilter cuda-process=true customer-lib-name=“libnvsample_cudaprocess.so” ! “video/x-raw(memory:NVMM), format=(string)RGBA” ! nvegltransform ! nveglglessink window-x=100 window-y=100 -e
and do postprocessing via cuda. Source code is in
https://developer.nvidia.com/embedded/dlc/l4t-sources-24-2-1

Starting from r24.2, you also can use Tegra Multimedia API to do postrocessing. Please install via Jetpack check samples in the package.

#3

Hi Dane,

thank you for your help. I was unable to respond earlier because I had to tend to some other duties.

I have looked into using nvivafilter, however the need to either wrap the program into a library, or split it into two separate modules, made me give up on this. The gst caps limitations of this solution were not really helpful either.

I have decided to try and create a solution based on an EGL stream, similar to the one used in the FrameSource module of the NVXIO framework. I am able to use the data obtained with it directly in OpenCV by accessing the frame’s RGBA plane with a GpuMat interface; the overhead, as measured by nvprof, appears to be negligible.

Regards,
Piotr

#4

Hi Westej,

Could you please share any pointer or other information about your frame reading solution ?

Thanks

#5