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Build OpenCV4.0.1 contrib modules with Cuda enabled
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General configuration for OpenCV 4.0.1 =====================================
Version control: unknown
Extra modules:
Location (extra): D:/Software/Programming/OpenCV/opencv_contrib-4.0.1/modules
Version control (extra): unknown
Platform:
Timestamp: 2019-03-23T15:52:48Z
Host: Windows 10.0.17763 AMD64
CMake: 3.13.4
CMake generator: Visual Studio 14 2015 Win64
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 (7 files): + SSSE3 SSE4_1
SSE4_2 (2 files): + SSSE3 SSE4_1 POPCNT SSE4_2
FP16 (1 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 AVX
AVX (5 files): + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
AVX2 (13 files): + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
C/C++:
Built as dynamic libs?: YES
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 /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP4 /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 /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /MP4 /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 /MP4 /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 /MP4 /MDd /Zi /Ob0 /Od /RTC1
Linker flags (Release): /machine:x64 /INCREMENTAL:NO
Linker flags (Debug): /machine:x64 /debug /INCREMENTAL
ccache: NO
Precompiled headers: YES
Extra dependencies: cudart.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 cufft.lib -LIBPATH:C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0/lib/x64
3rdparty dependencies:
OpenCV modules:
To be built: bioinspired calib3d core cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudastereo cudawarping cudev dnn dnn_objdetect features2d flann gapi highgui imgcodecs imgproc java_bindings_generator ml objdetect phase_unwrapping photo plot python_bindings_generator reg saliency shape stereo stitching structured_light surface_matching tracking ts video videoio xfeatures2d ximgproc xobjdetect xphoto
Disabled: superres world
Disabled by dependency: cudaoptflow
Unavailable: java js python2 python3
Applications: tests apps
Documentation: NO
Non-free algorithms: NO
Windows RT support: NO
GUI:
Win32 UI: YES
VTK support: NO
Media I/O:
ZLib: build (ver 1.2.11)
JPEG: build-libjpeg-turbo (ver 1.5.3-62)
WEBP: build (ver encoder: 0x020e)
TIFF: build (ver 42 - 4.0.9)
JPEG 2000: build (ver 1.900.1)
OpenEXR: build (ver 1.7.1)
HDR: YES
SUNRASTER: YES
PXM: YES
PFM: YES
Video I/O:
DC1394: NO
FFMPEG: YES (prebuilt binaries)
avcodec: YES (ver 58.35.100)
avformat: YES (ver 58.20.100)
avutil: YES (ver 56.22.100)
swscale: YES (ver 5.3.100)
avresample: YES (ver 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: 2019.0.0 Gold [2019.0.0]
at: C:/opencv-4.0/cmake-build/3rdparty/ippicv/ippicv_win/icv
Intel IPP IW: sources (2019.0.0)
at: C:/opencv-4.0/cmake-build/3rdparty/ippicv/ippicv_win/iw
Lapack: NO
Eigen: NO
Custom HAL: NO
Protobuf: build (3.5.1)
NVIDIA CUDA: YES (ver 9.0, CUFFT CUBLAS NVCUVID FAST_MATH)
NVIDIA GPU arch: 30 35 37 50 52 60 61 70
NVIDIA PTX archs:
OpenCL: YES (no extra features)
Include path: D:/Software/Programming/opencv-4.0.1/opencv-4.0.1/3rdparty/include/opencl/1.2
Link libraries: Dynamic load
Python (for build): C:/Python36/python.exe
Java:
ant: NO
JNI: C:/Java/include C:/Java/include/win32 C:/Java/include
Java wrappers: NO
Java tests: NO
Install to: C:/opencv-4.0/mybuild
-----------------------------------------------------------------
Note:
Cancel ‘CUDA_ATTACH_VS_BUILD_RULE_TO_CUDA_FILE’, otherwise you’ll have some CUDA related errors (LNK1104 cannot open file); enable CUDA_FAST_MATH.
Choose ‘WITH_CUBLAS’, ‘WITH_CUDA’, ‘WITH_OPENGL’, ‘WITH_TBB’ (TBB is optional)
Update cuda driver if needed (https://docs.nvidia.com/deploy/cuda-compatibility/index.html)
Test:
#include "opencv2/opencv.hpp"
using namespace cv;
cuda::GpuMat dst, src;
src.upload(cameraman); //read cameraman.jpg into Mat cameraman
cuda::threshold(src,dst,128.0,255.0,THRESH_BINARY);
Mat result;
dst.download(result);
imshow("Result",result);
waitKey();References:
https://jamesbowley.co.uk/opencv-3-4-gpu-cuda-performance-comparison-nvidia-vs-intel/
http://answers.opencv.org/question/200431/whats-the-future-of-cuda-modules-after-opencv-4/
http://answers.opencv.org/question/205673/building-opencv-with-cuda-win10-vs-2017/
https://initialneil.wordpress.com/2014/09/25/opencv-2-4-9-cuda-6-5-visual-studio-2013/
https://github.com/opencv/opencv/issues/9908
https://www.pyimagesearch.com/2016/07/11/compiling-opencv-with-cuda-support/
http://on-demand.gputechconf.com/gtc/2013/webinar/gtc-express-itseez-opencv-webinar.pdf
https://docs.opencv.org/4.0.1/d0/d60/classcv_1_1cuda_1_1GpuMat.html
https://blog.sciencenet.cn/blog-578676-1169425.html
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