NvDCF Performance Metrics

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

Hello,
I’m trying to analyse the trackers included in the Deepstream SDK. But it’s very hard to compare NvDCF with other trackers like DeepSort or ByteTracker or any other paper since there is no published paper on NvDCF. Is there any way I can test a tracker performance within deepstream?

If so, how should I do it? Are there any tests already of someone who decided to test them against each other?

2

Please provide complete information as applicable to your setup.

• Hardware Platform (Jetson / GPU)
• DeepStream Version
• JetPack Version (valid for Jetson only)
• TensorRT Version
• NVIDIA GPU Driver Version (valid for GPU only)
• Issue Type( questions, new requirements, bugs)
• How to reproduce the issue ? (This is for bugs. Including which sample app is using, the configuration files content, the command line used and other details for reproducing)
• Requirement details( This is for new requirement. Including the module name-for which plugin or for which sample application, the function description)

4

• Hardware Platform (Jetson / GPU)
NVIDIA Jetson Xavier AGX
• DeepStream Version
DeepStream SDK 6
• JetPack Version (valid for Jetson only)
4.6
• TensorRT Version
The one in most recent jetpack
• NVIDIA GPU Driver Version (valid for GPU only)
-NA
• Issue Type( questions, new requirements, bugs)
Question
• How to reproduce the issue ? (This is for bugs. Including which sample app is using, the configuration files content, the command line used and other details for reproducing)
NA
• Requirement details( This is for new requirement. Including the module name-for which plugin or for which sample application, the function description)
NA

5

Sorry for the late response, our team will do the investigation and provide suggestions soon. Thanks

7

We have different tracker config files and how to use it is documented. You can run the perf by yourself. https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_plugin_gst-nvtracker.html and https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Performance.html#configuration-file-settings-for-performance-measurement

9

There is no update from you for a period, assuming this is not an issue anymore.
Hence we are closing this topic. If need further support, please open a new one.
Thanks

10

This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.