GPU Coder Error with OpenCV

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Alvaro Izaguirre Serrano
回答： Ramakrishna Mandalapu 2024-9-12
I'm trying to use the example "Semantic Segmentation on NVIDIA DRIVE" just modifying it to be executing on a Jetson Nano board. I train my own network, then Ijust load my network instead of the one defined on the example, nevertheless when I try to deploy it to the Nano I have the following error:
/main.cu:10:10: fatal error: opencv2/opencv.hpp: No such file or directory
#include "opencv2/opencv.hpp"
I check on the nano to see if the installation of OpenCV is correct:
alvaro@alvaro-nano:~$ pkg-config --modversion opencv
2.4.9
The installation is correct, also when I call the code generation I pass the path as an -I command:
codegen -config cfg autoSemanticSegmentation -args {img} -I /usr/include/opencv4 -report -v
And I saw that this is inluded on the generated make file.
How can I fix this issue to be able to compile and execute the example on the Nano?
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Walter Roberson
Walter Roberson 2020-3-11
alvaro@alvaro-nano:~$ pkg-config --modversion opencv
opencv pkg is not the same as openvc2 pkg. opencv still exists as a package
Alvaro Izaguirre Serrano
Alvaro Izaguirre Serrano 2020-3-11
yes, actually I work with opencv4 and now I'm able to compile

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采纳的回答

Hariprasad Ravishankar
Hi Alvaro,
I believe the issue is due to the line below,
cfg.CustomInclude = fullfile('/usr/include/opencv4');
For hardware deployment workflow, cfg.CustomInclude prepends the host working directory structure to create the following structure
-I/home/alvaro/remoteBuildDir/MATLAB_ws/R2019b/usr/include/opencv4
-I/home/alvaro/remoteBuildDir/MATLAB_ws/R2019b/usr/include/opencv4/opencv2
Rather than,
-I/usr/include/opencv4
-I/usr/include/opencv4/opencv2
To resolve the issue you can try one of the two approaches
1) Rename /usr/include/opencv4/opencv2 to /usr/include/opencv2
mv /usr/include/opencv4/opencv2 /usr/include/opencv2
This should ensure that the compiler is able to find opencv2/opencv.hpp under /usr/include/
2) Use coder.updateBuildInfo('addIncludePaths', '/usr/include/opencv4/');
function out = segnet_predict(in)
%#codegen
% A persistent object mynet is used to load the DAG network object.
% At the first call to this function, the persistent object is constructed and
% setup. When the function is called subsequent times, the same object is reused
% to call predict on inputs, thus avoiding reconstructing and reloading the
% network object.
% Update buildinfo with the OpenCV library flags.
opencv_link_flags = '`pkg-config --cflags --libs opencv`';
coder.updateBuildInfo('addLinkFlags',opencv_link_flags);
coder.updateBuildInfo('addIncludePaths', '/usr/include/opencv4/');
persistent mynet;
if isempty(mynet)
mynet = coder.loadDeepLearningNetwork('SegNet.mat');
end
% pass in input
out = predict(mynet,in);
Hari
  13 个评论
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Hariprasad Ravishankar
Hariprasad Ravishankar 2020-3-16
Hi David,
Thats good to know. We will look into updating the example to work with opencv4 in a future release.
Hari
Rodrigo Botelho
Rodrigo Botelho 2022-7-31
编辑：Rodrigo Botelho 2024-7-8
Hi, Hariprasad,
I'm trying the Segnet demo from the Support Package, but I'm running into the same problem with opencv4.
I've tried the suggestion no.2, but I'm getting the same error.
Any udpates on how to use this demo with Opencv4?
rcbb

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更多回答（2 个）

Liwei
Liwei 2024-7-8
I am using the Matlab 2023b, I have no issue to compile the InceptionV3 classification to the Nvidia Jetson orin 32 GB. Now I got NVIDIA JETSON ORIN 64 BIT, I compiled the executable using GPU coder. I got issue. I upgraded matlab to 2024b, I have the same issue.
i am using the following codes
opencv_linkflags = '`pkg-config --cflags --libs opencv4`';
coder.updateBuildInfo('addLinkFlags',opencv_linkflags);
coder.updateBuildInfo('addIncludePaths', '/usr/include/opencv4/'); %both remove or add this line, the GPU coder compilation process does not work.
fatal error: opencv2/imgproc/imgproc.hpp: No such file or directory
57 | #include <opencv2/imgproc/imgproc.hpp>
Any idea to help solve the issue?
Ramakrishna Mandalapu
Hi Lewei,
Can you check if you have OpenCV installed?
please run the below command on the terminal of the NVIDIA DRIVE hardware
pkg-config --cflags --libs opencv4
If not installed then please install.
Thanks

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