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Build OpenCV4.3 with Cuda 10.1 and Test on Yolov4

已有 3027 次阅读 2020-6-18 06:02 |系统分类:科研笔记

#CMake3.17.3

General configuration for OpenCV 4.3.0 =====================================

  Version control:               unknown


  Extra modules:

    Location (extra):            C:/opencv/opencv_contrib-4.3.0/modules

    Version control (extra):     unknown


  Platform:

    Timestamp:                   2020-06-17T13:04:33Z

    Host:                        Windows 10.0.18362 AMD64

    CMake:                       3.17.3

    CMake generator:             Visual Studio 14 2015

    CMake build tool:            C:/Program Files (x86)/MSBuild/14.0/bin/MSBuild.exe

    MSVC:                        1900


  CPU/HW features:

    Baseline:                    SSE SSE2 SSE3

      requested:                 SSE3

    Dispatched code generation:  SSE4_1 SSE4_2 FP16 AVX AVX2

      requested:                 SSE4_1 SSE4_2 AVX FP16 AVX2 AVX512_SKX

      SSE4_1 (14 files):         + SSSE3 SSE4_1

      SSE4_2 (1 files):          + SSSE3 SSE4_1 POPCNT SSE4_2

      FP16 (0 files):            + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 AVX

      AVX (4 files):             + SSSE3 SSE4_1 POPCNT SSE4_2 AVX

      AVX2 (28 files):           + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2


  C/C++:

    Built as dynamic libs?:      YES

    C++ standard:                11

    C++ Compiler:                C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe  (ver 19.0.24215.1)

    C++ flags (Release):         /DWIN32 /D_WINDOWS /W4 /GR  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP  /MD /O2 /Ob2 /DNDEBUG 

    C++ flags (Debug):           /DWIN32 /D_WINDOWS /W4 /GR  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP  /MDd /Zi /Ob0 /Od /RTC1 

    C Compiler:                  C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe

    C flags (Release):           /DWIN32 /D_WINDOWS /W3  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast     /MP   /MD /O2 /Ob2 /DNDEBUG 

    C flags (Debug):             /DWIN32 /D_WINDOWS /W3  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast     /MP /MDd /Zi /Ob0 /Od /RTC1 

    Linker flags (Release):      /machine:x64  /INCREMENTAL:NO 

    Linker flags (Debug):        /machine:x64  /debug /INCREMENTAL 

    ccache:                      NO

    Precompiled headers:         NO

    Extra dependencies:          cudart_static.lib nppc.lib nppial.lib nppicc.lib nppicom.lib nppidei.lib nppif.lib nppig.lib nppim.lib nppist.lib nppisu.lib nppitc.lib npps.lib cublas.lib cudnn.lib cufft.lib -LIBPATH:C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.1/lib/x64

    3rdparty dependencies:


  OpenCV modules:

    To be built:                 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 fuzzy gapi hfs highgui img_hash imgcodecs imgproc intensity_transform line_descriptor ml objdetect optflow phase_unwrapping photo plot python3 quality rapid reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking video videoio videostab world xfeatures2d ximgproc xobjdetect xphoto

    Disabled:                    cvv python2 ts

    Disabled by dependency:      -

    Unavailable:                 alphamat cnn_3dobj freetype hdf java js matlab ovis sfm viz

    Applications:                apps

    Documentation:               NO

    Non-free algorithms:         NO


  Windows RT support:            NO


  GUI: 

    QT:                          YES (ver 5.15.0)

      QT OpenGL support:         NO

    Win32 UI:                    YES

    VTK support:                 NO


  Media I/O: 

    ZLib:                        build (ver 1.2.11)

    JPEG:                        build-libjpeg-turbo (ver 2.0.4-62)

    WEBP:                        build (ver encoder: 0x020f)

    PNG:                         build (ver 1.6.37)

    TIFF:                        build (ver 42 - 4.0.10)

    JPEG 2000:                   build Jasper (ver 1.900.1)

    OpenEXR:                     build (ver 2.3.0)

    HDR:                         YES

    SUNRASTER:                   YES

    PXM:                         YES

    PFM:                         YES


  Video I/O:

    DC1394:                      NO

    FFMPEG:                      YES (prebuilt binaries)

      avcodec:                   YES (58.54.100)

      avformat:                  YES (58.29.100)

      avutil:                    YES (56.31.100)

      swscale:                   YES (5.5.100)

      avresample:                YES (4.0.0)

    GStreamer:                   NO

    DirectShow:                  YES

    Media Foundation:            YES

      DXVA:                      NO


  Parallel framework:            Concurrency


  Trace:                         YES (with Intel ITT)


  Other third-party libraries:

    Intel IPP:                   2020.0.0 Gold [2020.0.0]

           at:                   C:/opencv/opencv-4.3.0-cbuild/3rdparty/ippicv/ippicv_win/icv

    Intel IPP IW:                sources (2020.0.0)

              at:                C:/opencv/opencv-4.3.0-cbuild/3rdparty/ippicv/ippicv_win/iw

    Lapack:                      NO

    Eigen:                       NO

    Custom HAL:                  NO

    Protobuf:                    build (3.5.1)


  NVIDIA CUDA:                   YES (ver 10.1, CUFFT CUBLAS)

    NVIDIA GPU arch:             30 35 37 50 52 60 61 70 75

    NVIDIA PTX archs:


  cuDNN:                         YES (ver 7.6.5)


  OpenCL:                        YES (NVD3D11)

    Include path:                C:/opencv/opencv-4.3.0-source/3rdparty/include/opencl/1.2

    Link libraries:              Dynamic load


  Python 3:

    Interpreter:                 C:/Python37/python.exe (ver 3.7.7)

    Libraries:                   C:/Python37/libs/python37.lib (ver 3.7.7)

    numpy:                       C:/Python37/lib/site-packages/numpy/core/include (ver 1.18.5)

    install path:                C:/Python37/Lib/site-packages/cv2/python-3.7


  Python (for build):            C:/Python27/ArcGIS10.7/python.exe


  Java:                          

    ant:                         NO

    JNI:                         NO

    Java wrappers:               NO

    Java tests:                  NO


  Install to:                    C:/opencv/opencv-4.3.0-rbuild-nocvv

-----------------------------------------------------------------


Configuring done

Generating done


#VS2015

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/licenses/ade-LICENSE

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/licenses/ffmpeg-readme.txt

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/licenses/SoftFloat-COPYING.txt

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/block/detail/reduce_key_val.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/block/dynamic_smem.hpp

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/block/scan.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/block/vec_distance.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/common.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/expr/binary_func.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/expr/binary_op.hpp

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/expr/deriv.hpp

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/expr/expr.hpp

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/include/opencv2/cudev/functional/detail/color_cvt.hpp

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  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_frontalcatface_extended.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_frontalface_alt.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_frontalface_alt2.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_frontalface_alt_tree.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_frontalface_default.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_fullbody.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_lefteye_2splits.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_licence_plate_rus_16stages.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_lowerbody.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_profileface.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_righteye_2splits.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_russian_plate_number.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_smile.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/haarcascades/haarcascade_upperbody.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/lbpcascades/lbpcascade_frontalcatface.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/lbpcascades/lbpcascade_frontalface.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/lbpcascades/lbpcascade_frontalface_improved.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/lbpcascades/lbpcascade_profileface.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/etc/lbpcascades/lbpcascade_silverware.xml

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/x64/vc14/bin/opencv_annotation.exe

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/x64/vc14/bin/opencv_visualisation.exe

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/x64/vc14/bin/opencv_interactive-calibration.exe

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/x64/vc14/bin/opencv_version.exe

  -- Installing: C:/opencv/opencv-4.3.0-rbuild-nocvv/x64/vc14/bin/opencv_version_win32.exe

========== Build: 16 succeeded, 0 failed, 14 up-to-date, 0 skipped ==========


Checking cv2


Test on Yolov4

(https://github.com/jingweimo/YOLOv4-Tutorials/tree/master/2.%20Darknet%20and%20YOLOv4%20Installation)

image.png


image.png

image.png



https://blog.sciencenet.cn/blog-578676-1238315.html

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