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Byte-Track Integration with Deepstream

Integrating Byte-Track C++ code with the Deepstream-6.

Build Instructions

$mkdir build && cd build  

$cmake ..  

$make ByteTracker

This will create ./lib/libByteTracker.so file which can be passed as the custom low level tracker library to deepstream. To do so just add it to the folder

/opt/nvidia/deepstream/deepstream/lib/

In your deepstream_app_config.txt add the tracker.

[tracker]
enable=1
tracker-width=640
tracker-height=384
gpu-id=0
ll-lib-file=//opt/nvidia/deepstream/deepstream/lib/libByteTracker.so
enable-batch-process=1

Trying out Multiple Detectors

Feel free to try multiple detectors. You can do this by using https://github.com/marcoslucianops/DeepStream-Yolo

Now adding the tracker lines in the config file you should get your tracker working.

References

  1. How to Implement a Custom Low-Level Tracker Library in Deepstream
  2. Byte-Track