• Hardware Platform (GPU): Nvidia RTX 3060
• DeepStream Version: Triton Inference Server docker with Triton Inference Server
• NVIDIA GPU Driver Version (valid for GPU only): 470.103.01
I want to run the DeepStream test-2 sample application
Here are the steps I followed:
Run the docker container:
sudo docker run --gpus '"'device=0'"' -it -v /opt/nvidia/deepstream/deepstream/sources/python -w /opt/nvidia/deepstream/deepstream-6.0 nvcr.io/nvidia/deepstream:6.0.1-triton
Install dependencies
cd /opt/nvidia/deepstream/deepstream-6.0
./docker_python_setup.sh
apt-get install python-gi-dev
export GST_LIBS="-lgstreamer-1.0 -lgobject-2.0 -lglib-2.0"
export GST_CFLAGS="-pthread -I/usr/include/gstreamer-1.0 -I/usr/include/glib-2.0 -I/usr/lib/x86_64-linux-gnu/glib-2.0/include"
git clone https://github.com/GStreamer/gst-python.git
cd gst-python
git checkout 1a8f48a
./autogen.sh PYTHON=/usr/bin/python
./configure PYTHON=/usr/bin/python
make
make install
Cloned (git clone GitHub - NVIDIA-AI-IOT/deepstream_python_apps: DeepStream SDK Python bindings and sample applications) repo of sample python applications under this dir[/opt/nvidia/deepstream/deepstream-6.0]
I tried to run the test2 sample app using this cmd:
python3 deepstream_test_2.py ../../../samples/streams/sample_720p.h264 1
I got the below error:
Traceback (most recent call last):
File "deepstream_test_2.py", line 31, in <module>
import pyds
ModuleNotFoundError: No module named 'pyds'
To install pyds I am following the steps as mentioned here:
cd deepstream_python_apps/bindings/
mkdir build
cd build
cmake ..
make
pip3 install ./pyds-1.1.0-py3-none-linux_x86_64.whl
When I run make I am facing the below error:
[ 6%] Building CXX object CMakeFiles/pyds.dir/src/pyds.cpp.o
In file included from /opt/nvidia/deepstream/deepstream-6.0/sources/deepstream_python_apps/bindings/include/bind/bindanalyticsmeta.hpp:20,
from /opt/nvidia/deepstream/deepstream-6.0/sources/deepstream_python_apps/bindings/src/pyds.cpp:19:
/opt/nvidia/deepstream/deepstream-6.0/sources/deepstream_python_apps/bindings/include/bind/bind_string_property_definitions.h:18:10: fatal error: pybind11/pybind11.h: No such file or directory
18 | #include "pybind11/pybind11.h"
| ^~~~~~~~~~~~~~~~~~~~~
compilation terminated.
make[2]: *** [CMakeFiles/pyds.dir/build.make:63: CMakeFiles/pyds.dir/src/pyds.cpp.o] Error 1
make[1]: *** [CMakeFiles/Makefile2:105: CMakeFiles/pyds.dir/all] Error 2
make: *** [Makefile:84: all] Error 2
How to resolve this issue of installing pyds?
Thanks