Build only for python2

[arielkantorovich]

Hi, I use ./OpenCV-4-5-1.sh and it's successful. Unfortunately, it's built on my Jetson Nano only for python2 and I want to use python3 I don't understand why? I would happy how can I build OpenCV with Cuda on python3?

[Qengineering]

Strange. OpenCV should be installed for both, Python 2 and 3. Please check you installation with the following command in Python 2 (in your case)

$ python
>>> import cv2
>>> print( cv2.getBuildInformation() )

Somewhere at the bottom of the list you must see which python install is selected. As you can see, both python versions are available. If you have the same output, most common cause are the locations of the install path.

[arielkantorovich]

When I use :

$ python >> import cv2 >>> print( cv2.getBuildInformation())

I get: `General configuration for OpenCV 4.5.1 ===================================== Version control: unknown

Extra modules: Location (extra): /home/ubuntu/opencv_contrib/modules Version control (extra): unknown

Platform: Timestamp: 2022-03-27T07:10:03Z Host: Linux 4.9.140-tegra aarch64 CMake: 3.10.2 CMake generator: Unix Makefiles CMake build tool: /usr/bin/make Configuration: RELEASE

CPU/HW features: Baseline: NEON FP16 required: NEON

C/C++: Built as dynamic libs?: YES C++ standard: 11 C++ Compiler: /usr/bin/c++ (ver 7.5.0) C++ flags (Release): -fsigned-char -ffast-math -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fvisibility-inlines-hidden -fopenmp -O3 -DNDEBUG -DNDEBUG C++ flags (Debug): -fsigned-char -ffast-math -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fvisibility-inlines-hidden -fopenmp -g -O0 -DDEBUG -D_DEBUG C Compiler: /usr/bin/cc C flags (Release): -fsigned-char -ffast-math -W -Wall -Werror=return-type -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fopenmp -O3 -DNDEBUG -DNDEBUG C flags (Debug): -fsigned-char -ffast-math -W -Wall -Werror=return-type -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fopenmp -g -O0 -DDEBUG -D_DEBUG Linker flags (Release): -Wl,--gc-sections -Wl,--as-needed Linker flags (Debug): -Wl,--gc-sections -Wl,--as-needed ccache: NO Precompiled headers: NO Extra dependencies: m pthread cudart_static -lpthread dl rt nppc nppial nppicc nppicom nppidei nppif nppig nppim nppist nppisu nppitc npps cublas cudnn cufft -L/usr/local/cuda/lib64 -L/usr/lib/aarch64-linux-gnu 3rdparty dependencies:

OpenCV modules: To be built: alphamat aruco bgsegm bioinspired calib3d ccalib core cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudaoptflow cudastereo cudawarping cudev datasets dnn dnn_objdetect dnn_superres dpm face features2d flann freetype fuzzy gapi hdf hfs highgui img_hash imgcodecs imgproc intensity_transform line_descriptor mcc ml objdetect optflow phase_unwrapping photo plot python2 python3 quality rapid reg rgbd saliency sfm shape stereo stitching structured_light superres surface_matching text tracking ts video videoio videostab xfeatures2d ximgproc xobjdetect xphoto Disabled: world Disabled by dependency: - Unavailable: cnn_3dobj cvv java julia matlab ovis viz Applications: perf_tests apps Documentation: NO Non-free algorithms: YES

GUI: GTK+: YES (ver 3.22.30) GThread : YES (ver 2.56.4) GtkGlExt: NO VTK support: NO

Media I/O: ZLib: /usr/lib/aarch64-linux-gnu/libz.so (ver 1.2.11) JPEG: /usr/lib/aarch64-linux-gnu/libjpeg.so (ver 80) WEBP: /usr/lib/aarch64-linux-gnu/libwebp.so (ver encoder: 0x020e) PNG: /usr/lib/aarch64-linux-gnu/libpng.so (ver 1.6.34) TIFF: build (ver 42 - 4.0.10) JPEG 2000: OpenJPEG (ver 2.3.0) OpenEXR: build (ver 2.3.0) HDR: YES SUNRASTER: YES PXM: YES PFM: YES

Video I/O: DC1394: YES (2.2.5) FFMPEG: YES avcodec: YES (57.107.100) avformat: YES (57.83.100) avutil: YES (55.78.100) swscale: YES (4.8.100) avresample: YES (3.7.0) GStreamer: YES (1.14.5) v4l/v4l2: YES (linux/videodev2.h)

Parallel framework: TBB (ver 2020.2 interface 11102)

Trace: YES (with Intel ITT)

Other third-party libraries: Lapack: YES (/usr/lib/aarch64-linux-gnu/liblapack.so /usr/lib/aarch64-linux-gnu/libcblas.so /usr/lib/aarch64-linux-gnu/libatlas.so) Eigen: YES (ver 3.3.4) Custom HAL: YES (carotene (ver 0.0.1)) Protobuf: build (3.5.1)

NVIDIA CUDA: YES (ver 10.2, CUFFT CUBLAS FAST_MATH) NVIDIA GPU arch: 53 NVIDIA PTX archs:

cuDNN: YES (ver 8.0.0)

Python 2: Interpreter: /usr/bin/python2.7 (ver 2.7.17) Libraries: /usr/lib/aarch64-linux-gnu/libpython2.7.so (ver 2.7.17) numpy: /usr/lib/python2.7/dist-packages/numpy/core/include (ver 1.13.3) install path: lib/python2.7/dist-packages/cv2/python-2.7

Python 3: Interpreter: /usr/bin/python3 (ver 3.6.9) Libraries: /usr/lib/aarch64-linux-gnu/libpython3.6m.so (ver 3.6.9) numpy: /usr/local/lib/python3.6/dist-packages/numpy/core/include (ver 1.19.4) install path: lib/python3.6/dist-packages/cv2/python-3.6

Python (for build): /usr/bin/python2.7

Java: ant: NO JNI: NO Java wrappers: NO Java tests: NO

Install to: /usr

when I use: $ python3 >>> import cv2 >>> print( cv2.getBuildInformation()

I get:` General configuration for OpenCV 4.5.1 ===================================== Version control: 4.5.1-dirty

Platform: Timestamp: 2021-01-02T12:47:39Z Host: Linux 5.4.0-54-generic aarch64 CMake: 3.18.4 CMake generator: Unix Makefiles CMake build tool: /bin/gmake Configuration: Release

CPU/HW features: Baseline: NEON FP16

C/C++: Built as dynamic libs?: NO C++ standard: 11 C++ Compiler: /opt/rh/devtoolset-9/root/usr/bin/c++ (ver 9.3.1) C++ flags (Release): -Wl,-strip-all -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fvisibility-inlines-hidden -O3 -DNDEBUG -DNDEBUG C++ flags (Debug): -Wl,-strip-all -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -fvisibility-inlines-hidden -g -O0 -DDEBUG -D_DEBUG C Compiler: /opt/rh/devtoolset-9/root/usr/bin/cc C flags (Release): -Wl,-strip-all -fsigned-char -W -Wall -Werror=return-type -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -DNDEBUG -DNDEBUG C flags (Debug): -Wl,-strip-all -fsigned-char -W -Wall -Werror=return-type -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -g -O0 -DDEBUG -D_DEBUG Linker flags (Release): -L/root/ffmpeg_build/lib -Wl,--gc-sections -Wl,--as-needed Linker flags (Debug): -L/root/ffmpeg_build/lib -Wl,--gc-sections -Wl,--as-needed ccache: YES Precompiled headers: NO Extra dependencies: ade Qt5::Core Qt5::Gui Qt5::Widgets Qt5::Test Qt5::Concurrent /lib64/libpng.so /lib64/libz.so dl m pthread rt 3rdparty dependencies: ittnotify libprotobuf libjpeg-turbo libwebp libtiff libopenjp2 IlmImf quirc tegra_hal

OpenCV modules: To be built: calib3d core dnn features2d flann gapi highgui imgcodecs imgproc ml objdetect photo python3 stitching video videoio Disabled: world Disabled by dependency: - Unavailable: java python2 ts Applications: - Documentation: NO Non-free algorithms: NO

GUI: QT: YES (ver 5.15.0) QT OpenGL support: NO GTK+: NO VTK support: NO

Media I/O: ZLib: /lib64/libz.so (ver 1.2.7) JPEG: libjpeg-turbo (ver 2.0.6-62) WEBP: build (ver encoder: 0x020f) PNG: /lib64/libpng.so (ver 1.5.13) TIFF: build (ver 42 - 4.0.10) JPEG 2000: build (ver 2.3.1) OpenEXR: build (ver 2.3.0) HDR: YES SUNRASTER: YES PXM: YES PFM: YES

Video I/O: DC1394: NO FFMPEG: YES avcodec: YES (58.112.103) avformat: YES (58.64.100) avutil: YES (56.60.100) swscale: YES (5.8.100) avresample: NO GStreamer: NO v4l/v4l2: YES (linux/videodev2.h)

Parallel framework: pthreads

Trace: YES (with Intel ITT)

Other third-party libraries: Lapack: NO Eigen: NO Custom HAL: YES (carotene (ver 0.0.1)) Protobuf: build (3.5.1)

OpenCL: YES (no extra features) Include path: /tmp/pip-req-build-zuuo394f/opencv/3rdparty/include/opencl/1.2 Link libraries: Dynamic load

Python 3: Interpreter: /opt/python/cp36-cp36m/bin/python (ver 3.6.12) Libraries: libpython3.6m.a (ver 3.6.12) numpy: /tmp/pip-build-env-c03ewnak/overlay/lib/python3.6/site-packages/numpy/core/include (ver 1.19.3) install path: python

Python (for build): /bin/python2.7

Java: ant: NO JNI: NO Java wrappers: NO Java tests: NO

Install to: /tmp/pip-req-build-zuuo394f/_skbuild/linux-aarch64-3.6/cmake-install -----------------------------------------------------------------`

[Qengineering]

Your original Python 3 OpenCV installation is overwritten by some other software package. That package uses also OpenCV and has the requirement in its wheel. You can see this in the last line, it is some pip-req-build, not something initiated by the script. Second, the locations are also different, as the OpenCV library itself (libpython3.6m.a) Not sure what to do now. You should get rid of this OpenCV version. First a reboot. See what's happening. After all you have several files located in the /tmp folder, which will be cleaned during reboot. You could also remove the files mentioned in the last part of the build info. If you have still the /opencv/build folder, rerun $ sudo make install. If you know what is installed lately you could also tried this path. Otherwise, a fresh CD-image is one of the remaining options.

[arielkantorovich]

I'm sorry but I did not quite understand your answer, I don't see the build folder. Do I need to reinstall if yes what I need to do differently that this time is work with python3. Thank you for your help.

[Qengineering]

First option. If you don't have much software installed, consider starting all over again. In other words, flash a (new) SD card with the JetPack image, install it on your Jetson Nano and run the OpenCV script next. A clean operating system with a clean OpenCV.

Second option, If you have already many software on your Jetson Nano, and you cannot easily start all over again, remove all files mentioned in the last part

Interpreter: /opt/python/cp36-cp36m/bin/python (ver 3.6.12)
Libraries: libpython3.6m.a (ver 3.6.12)
numpy: /tmp/pip-build-env-c03ewnak/overlay/lib/python3.6/site-packages/numpy/core/include (ver 1.19.3)

Test is you can run OpenCV in python 3. If everything is removed, you should not. That's good. Re-install the script. Hopefully you have a working python 3 version.

[arielkantorovich]

I have too many software on my Nano so the first option its problem about the second option I try to remove the last part but I don't have this path on my Jetson for example if I use: ls /opt I don't see any folder with the name python

[arielkantorovich]

maybe I can try to build again and specify the path for python3 in the .sh file? I would happy if you can help me I am stuck and I don't know what can I do to solve this problem. @Qengineering

[arielkantorovich]

The weirdest thing I see, When I am in the directory /usr/lib/python3.6/dist-packages/cv2/python3.6 and I use cv2.getBuildInformation() I get everything fine

[Qengineering]

It has all to do with way Python loads its libraries. And in which order. In your case you have two OpenCV installations at different locations. In Python 2 it selects the right one. Probably because there is only one version. In Python 3 initially it selected the wrong one. Except if your in the 'home' directory /usr/lib/python3.6/dist-packages/cv2/python3.6. The working directory is first scanned, and if something isn't found, it falls back to the other installation path.

You can run $ python3 -m sysconfig You get all the information about the current python on your Jetson Nano. At the top you see the 8 path python uses.

We must remove the link to the wrong OpenCV version.

$ python 3
>>> import cv2
>>> cv2.__file__

It gives you the OpenCV library python is currently using. Try to find the 'wrong' OpenCV lib. I think its in your case libpython3.6m.a. I would rename the file with some strange name like libmywrong3.6m.a' This way python will not recognize it and you can always undo your actions by restoring the original name. Probably you have to usesudo` to renaming. See if once the wrong opencv isn't found, the correct on pops up.

[arielkantorovich]

Ok so I remove the wrong path but now I don't recognize OpenCV how I can make that is recognized OpenCV from the correct path? how can I link the correct path with OpenCV?

[Qengineering]

Try export PYTHONPATH="/usr/lib/python3.6/dist-packages/cv2/python3.6" before running python3. If it works we can set this setting more permanently in ~/.bashrc

[arielkantorovich]

Unfortunately it does not work, still when I run python not from the path /usr/lib/python3.6/dist-packages/cv2/python3.6 I get this error: >>> import cv2 Traceback (most recent call last): File "<stdin>", line 1, in <module> ImportError: libgdal.so.20: cannot open shared object file: No such file or directory maybe I need to export the path such that pip3 recognizes this path?

[Qengineering]

There are still some residues left from your previous OpenCV installation. If you know the 'wrong OpenCV' folder, see if you have a file called init.py. Rename that file so it will not be loaded. Or $ sudo apt-get install libgdal-dev which will install libgdal on your system. This strategy may cause a chain of missing dependencies, you need to install.

[arielkantorovich]

Ok, I install libgdal-dev but still the same problem. when I am in the correct path and I run the command: which pip3 I get the path /usr/bin/pip3 but when I am in another folder like home, I get /home/ubuntu/.local/bin/pip3 I think this is the problem. how do I change the pip3 path? or maybe make intersection for the paths

[Qengineering]

Sorry, it becomes harder and harder to solve something like this on a distance. At the bottom line, you have two installations running and you must remove all references to the wrong one first. Somehow, somewhere there are some sticky links still active.

Most answers i found in this tutorial https://realpython.com/python-import/ See if it helps you.

[jonathanblade]

Hi everyone! I have the same problem that opencv 4.5.0 was proper installed only for python 2. How @Qengineering wrote, the reason of that is python not proper resolve order loads of library. In my case i fixed it like that:

sudo mv /usr/lib/python3/dist-packages/cv2.cpython-36m-aarch64-linux-gnu.so /usr/lib/python3/dist-packages/cv2.cpython-36m-aarch64-linux-gnu.so.backup
sudo ln -s /usr/lib/python3.6/dist-packages/cv2/python-3.6/cv2.cpython-36m-aarch64-linux-gnu.so /usr/lib/python3/dist-packages/cv2.cpython-36m-aarch64-linux-gnu.so

where: /usr/lib/python3/dist-packages/cv2.cpython-36m-aarch64-linux-gnu.so - default preinstalled opencv /usr/lib/python3.6/dist-packages/cv2/python-3.6/cv2.cpython-36m-aarch64-linux-gnu.so - manually installed opencv