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Hello, i have a problems with lastest openvino build for raspberry.
My config
raspberry 4, NCS2
I used this link
https://download.01.org/opencv/2019/openvinotoolkit/R3/
And these instructions
https://docs.openvinotoolkit.org/latest/_docs_install_guides_installing_openvino_raspbian.html
But i get errors, when im trying to use VideoCapture in cv2 in python, and at the end can't read file
[ WARN:0] global /home/jenkins/workspace/OpenCV/OpenVINO/build/opencv/modules/videoio/src/cap.cpp (92) open VIDEOIO(FFMPEG): trying capture filename='1.avi' ... [ WARN:0] global /home/jenkins/workspace/OpenCV/OpenVINO/build/opencv/modules/videoio/src/cap.cpp (128) open VIDEOIO(FFMPEG): backend is not available (plugin is missing, or can't be loaded due dependencies or it is not compatible)
Seems that versions of ffmpeg in system (4.1) and prebuild opencv2 differ, so it is lead to errors.
FFMPEG
pi@raspberrypi:~ $ ffmpeg ffmpeg version 4.1.4-1+rpt1~deb10u1 Copyright (c) 2000-2019 the FFmpeg developers built with gcc 8 (Raspbian 8.3.0-6+rpi1) configuration: --prefix=/usr --extra-version='1+rpt1~deb10u1' --toolchain=hardened --libdir=/usr/lib/arm-linux-gnueabihf --incdir=/usr/include/arm-linux-gnueabihf --arch=arm --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opengl --enable-sdl2 --enable-omx-rpi --enable-mmal --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 22.100 / 56. 22.100 libavcodec 58. 35.100 / 58. 35.100 libavformat 58. 20.100 / 58. 20.100 libavdevice 58. 5.100 / 58. 5.100 libavfilter 7. 40.101 / 7. 40.101 libavresample 4. 0. 0 / 4. 0. 0 libswscale 5. 3.100 / 5. 3.100 libswresample 3. 3.100 / 3. 3.100 libpostproc 55. 3.100 / 55. 3.100
CV2 with openvino:
Video I/O: FFMPEG: YES avcodec: YES (57.64.101) avformat: YES (57.56.101) avutil: YES (55.34.101) swscale: YES (4.2.100) avresample: NO GStreamer: YES (1.10.4) v4l/v4l2: YES (linux/videodev2.h)
What should i do to fix it?
Can you make prebuild image for r4?
SOLVED:
I guess, it is related with python3.5 that is used for building included OpenCV
rebuild and copy to raspberry almost by that link:
https://github.com/opencv/opencv/wiki/Intel's-Deep-Learning-Inference-Engine-backend
just need to add in Dockerfile APT INSTALL:
ffmpeg:armhf libavresample-dev:armhf livavcodec-dev:armhf etc.
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Hi Pavel,
Glad you were able to get it to work! Thank you for sharing your solution with the community.
Regards,
Jesus
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Hi, I've a problem with lastest openvino build for raspberry pi 4 similar to Pavel's problem and I can't find a solution:
On the raspberry I have installed:
- OpenCV 4.1.2-openvino.
- OpenVINO 3.1.
I use a simple python script for capture frame from video 'autostrada_1.mp4':
import numpy as np import cv2 as cv cap = cv.VideoCapture('autostrada_1.mp4') while cap.isOpened(): ret, frame = cap.read() # if frame is read correctly ret is True if not ret: print("Can't receive frame (stream end?). Exiting ...") break gray = cv.cvtColor(frame, cv.COLOR_BGR2GRAY) cv.imshow('frame', gray) if cv.waitKey(1) == ord('q'): break cap.release() cv.destroyAllWindows()
And when I run it, this is the output:
[ WARN:0] global /home/jenkins/workspace/OpenCV/OpenVINO/build/opencv/modules/videoio/src/cap_gstreamer.cpp (480) isPipelinePlaying OpenCV | GStreamer warning: GStreamer: pipeline have not been created
VIDIOC_REQBUFS: Inappropriate ioctl for device
This is my General configuration for OpenCV 4.1.2 - openvino:
General configuration for OpenCV 4.1.2-openvino =====================================
Version control: 9fa6c2ac046f69a7c7c20895bfefd22164b51f19 Platform:
Timestamp: 2019-09-17T15:08:21Z
Host: Linux 4.13.0-45-generic x86_64
Target: Linux 1 armv7l
CMake: 3.7.2
CMake generator: Ninja
CMake build tool: /usr/bin/ninja
Configuration: Release CPU/HW features:
Baseline: NEON
required: NEON
disabled: VFPV3 C/C++:
Built as dynamic libs?: YES
C++ Compiler: /usr/bin/arm-linux-gnueabihf-g++ (ver 6.3.0)
C++ flags (Release): -mthumb -fdata-sections -Wa,--noexecstack -fsigned-char -Wno-psabi -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 -Winit-self -Wno-psabi -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mfpu=neon -fvisibility=hidden -fvisibility-inlines-hidden -fstack-protector-strong -fPIC -O2 -DNDEBUG -DNDEBUG -D_FORTIFY_SOURCE=2
C++ flags (Debug): -mthumb -fdata-sections -Wa,--noexecstack -fsigned-char -Wno-psabi -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 -Winit-self -Wno-psabi -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mfpu=neon -fvisibility=hidden -fvisibility-inlines-hidden -fstack-protector-strong -fPIC -g -O0 -DDEBUG -D_DEBUG
C Compiler: /usr/bin/arm-linux-gnueabihf-gcc
C flags (Release): -mthumb -fdata-sections -Wa,--noexecstack -fsigned-char -Wno-psabi -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Winit-self -Wno-psabi -Wno-comment -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mfpu=neon -fvisibility=hidden -fstack-protector-strong -fPIC -O2 -DNDEBUG -DNDEBUG -D_FORTIFY_SOURCE=2
C flags (Debug): -mthumb -fdata-sections -Wa,--noexecstack -fsigned-char -Wno-psabi -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Winit-self -Wno-psabi -Wno-comment -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mfpu=neon -fvisibility=hidden -fstack-protector-strong -fPIC -g -O0 -DDEBUG -D_DEBUG
Linker flags (Release): -Wl,--fix-cortex-a8 -Wl,--no-undefined -Wl,--gc-sections -Wl,-z,noexecstack -Wl,-z,relro -Wl,-z,now -Wl,--gc-sections -z noexecstack -z relro -z now
Linker flags (Debug): -Wl,--fix-cortex-a8 -Wl,--no-undefined -Wl,--gc-sections -Wl,-z,noexecstack -Wl,-z,relro -Wl,-z,now -Wl,--gc-sections -z noexecstack -z relro -z now
ccache: YES
Precompiled headers: NO
Extra dependencies: dl m pthread rt
3rdparty dependencies: OpenCV modules:
To be built: calib3d core dnn features2d flann gapi highgui imgcodecs imgproc ml objdetect photo python2 python3 stitching ts video videoio
Disabled: world
Disabled by dependency: -
Unavailable: java js
Applications: tests perf_tests apps
Documentation: NO
Non-free algorithms: NO GUI:
GTK+: YES (ver 3.22.11)
GThread : YES (ver 2.50.3)
GtkGlExt: NO Media I/O:
ZLib: build (ver 1.2.11)
JPEG: build-libjpeg-turbo (ver 2.0.2-62)
PNG: build (ver 1.6.37)
HDR: YES
SUNRASTER: YES
PXM: YES
PFM: YES Video I/O:
FFMPEG: YES
avcodec: YES (57.64.101)
avformat: YES (57.56.101)
avutil: YES (55.34.101)
swscale: YES (4.2.100)
avresample: NO
GStreamer: YES (1.10.4)
v4l/v4l2: YES (linux/videodev2.h) Parallel framework: pthreads Trace: YES (with Intel ITT) Other third-party libraries:
Inference Engine: YES (2019030000 / 2.1.0)
libs: /home/jenkins/workspace/OpenCV/OpenVINO/build/ie/lib/armv7l/libinference_engine.so
includes: /home/jenkins/workspace/OpenCV/OpenVINO/build/ie/include
Custom HAL: YES (carotene (ver 0.0.1))
Protobuf: build (3.5.1) Python 2:
Interpreter: /usr/bin/python2.7 (ver 2.7.13)
Libraries:
numpy: /usr/lib/python2.7/dist-packages/numpy/core/include (ver undefined - cannot be probed because of the cross-compilation)
install path: /home/jenkins/workspace/OpenCV/OpenVINO/build/build_release/install/python/python2.7 Python 3:
Interpreter: /usr/bin/python3 (ver 3.5.3)
Libraries:
numpy: /usr/lib/python3.5/dist-packages/numpy/core/include (ver undefined - cannot be probed because of the cross-compilation)
install path: /home/jenkins/workspace/OpenCV/OpenVINO/build/build_release/install/python/python3 Python (for build): /usr/bin/python2.7 Install to: /home/jenkins/workspace/OpenCV/OpenVINO/build/build_release/install
This script work fine with videoCapture from camera (raspberry camera module v2).
There is a way for fix it?
Thanks for helping me.

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