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enazoe / yolo-tensorrt

TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
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Build error #12

Closed anisghaoui closed 4 years ago

anisghaoui commented 4 years ago

Hi,

I was building on Ubuntu 18.04 with OpenCV installed.

The cmake went fine. Then, I started to make and I got this error : 

make
Scanning dependencies of target detector
[  7%] Building CXX object CMakeFiles/detector.dir/modules/calibrator.cpp.o
In file included from /home/anis/TensorRT/yolo-tensorrt/modules/ds_image.h:28:0,
                 from /home/anis/TensorRT/yolo-tensorrt/modules/calibrator.h:29,
                 from /home/anis/TensorRT/yolo-tensorrt/modules/calibrator.cpp:26:
/home/anis/TensorRT/yolo-tensorrt/modules/trt_utils.h:34:10: fatal error: opencv2/dnn/dnn.hpp: No such file or directory
 #include <opencv2/dnn/dnn.hpp>
          ^~~~~~~~~~~~~~~~~~~~~
compilation terminated.
CMakeFiles/detector.dir/build.make:243: recipe for target 'CMakeFiles/detector.dir/modules/calibrator.cpp.o' failed
make[2]: *** [CMakeFiles/detector.dir/modules/calibrator.cpp.o] Error 1
CMakeFiles/Makefile2:124: recipe for target 'CMakeFiles/detector.dir/all' failed
make[1]: *** [CMakeFiles/detector.dir/all] Error 2
Makefile:103: recipe for target 'all' failed
make: *** [all] Error 2

I rechecked the openCV build and I couldn't find anything missing.

if anyone has feedback on this, please hit me.

enazoe commented 4 years ago

@anisghaoui hi，the dnn moudle is in the opencv contrib modules, make sure your opencv build with the contrib module . And ,make sure the cmake could find the opencv.pc or opencv.cmake file.

anisghaoui commented 4 years ago

Hi again, I checked the build of opencv and ensured that I positioned the all DNN modules in the contrib modules with the correct path. Your Cmake can indeed find the correct Opencv version it is only the opencvdnn header that's somehow missing. I honesty don't understand why it is missing while the build show it has been done correctly

Thank you.

anisghaoui commented 4 years ago

I might be missing a flag. This the cmake config :

Looking for ccache - not found
libjpeg-turbo: VERSION = 2.0.4, BUILD = opencv-4.3.0-dev-libjpeg-turbo
Could NOT find OpenJPEG (minimal suitable version: 2.0, recommended version >= 2.3.1)
Found OpenEXR: /usr/lib/x86_64-linux-gnu/libIlmImf.so
Checking for module 'gtk+-3.0'
  No package 'gtk+-3.0' found
found Intel IPP (ICV version): 2020.0.0 [2020.0.0 Gold]
at: /home/anis/opencv/build/3rdparty/ippicv/ippicv_lnx/icv
Cannot find Intel IPP Integration Wrappers, optimizations will be limited. Use IPPIWROOT to set custom location
CUDA detected: 10.2
CUDA NVCC target flags: -gencode;arch=compute_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-D_FORCE_INLINES
Could not find OpenBLAS include. Turning OpenBLAS_FOUND off
Could not find OpenBLAS lib. Turning OpenBLAS_FOUND off
Could NOT find Atlas (missing: Atlas_CBLAS_INCLUDE_DIR Atlas_CLAPACK_INCLUDE_DIR Atlas_CBLAS_LIBRARY Atlas_BLAS_LIBRARY Atlas_LAPACK_LIBRARY) 
A library with BLAS API not found. Please specify library location.
LAPACK requires BLAS
A library with LAPACK API not found. Please specify library location.
VTK is not found. Please set -DVTK_DIR in CMake to VTK build directory, or to VTK install subdirectory with VTKConfig.cmake file
OpenCV Python: during development append to PYTHONPATH: /home/anis/opencv/build/python_loader
Checking for module 'gstreamer-base-1.0'
  No package 'gstreamer-base-1.0' found
Checking for module 'gstreamer-app-1.0'
  No package 'gstreamer-app-1.0' found
Checking for module 'gstreamer-riff-1.0'
  No package 'gstreamer-riff-1.0' found
Checking for module 'gstreamer-pbutils-1.0'
  No package 'gstreamer-pbutils-1.0' found
Module opencv_alphamat disabled because the following dependencies are not found: Eigen
Caffe:   NO
Protobuf:   NO
Glog:   NO
freetype2:   YES (ver 21.0.15)
harfbuzz:    YES (ver 1.7.2)
Could NOT find HDF5 (missing: HDF5_LIBRARIES HDF5_INCLUDE_DIRS) (found version "")
Module opencv_ovis disabled because OGRE3D was not found
No preference for use of exported gflags CMake configuration set, and no hints for include/library directories provided. Defaulting to preferring an installed/exported gflags CMake configuration if available.
Found installed version of gflags: /usr/lib/x86_64-linux-gnu/cmake/gflags
Detected gflags version: 2.2.1
Failed to find glog - Could not find glog include directory, set GLOG_INCLUDE_DIR to directory containing glog/logging.h
Module opencv_sfm disabled because the following dependencies are not found: Eigen Glog/Gflags
Checking for module 'tesseract'
  No package 'tesseract' found
Tesseract:   NO
Processing WORLD modules...
    module opencv_cudev...
    module opencv_core...
Allocator metrics storage type: 'long long'
    module opencv_cudaarithm...
    module opencv_flann...
    module opencv_imgproc...
    module opencv_intensity_transform...
    module opencv_ml...
    module opencv_phase_unwrapping...
    module opencv_plot...
    module opencv_quality...
    module opencv_reg...
    module opencv_surface_matching...
    module opencv_cudafilters...
    module opencv_cudaimgproc...
    module opencv_cudawarping...
    module opencv_dnn...
Registering hook 'INIT_MODULE_SOURCES_opencv_dnn': /home/anis/opencv/modules/dnn/cmake/hooks/INIT_MODULE_SOURCES_opencv_dnn.cmake
    module opencv_dnn_superres...
    module opencv_features2d...
    module opencv_freetype...
    module opencv_fuzzy...
    module opencv_hfs...
    module opencv_imgcodecs...
    module opencv_line_descriptor...
    module opencv_photo...
    module opencv_saliency...
    module opencv_text...
    module opencv_videoio...
    module opencv_xphoto...
    module opencv_calib3d...
    module opencv_cudacodec...
    module opencv_cudafeatures2d...
    module opencv_cudastereo...
    module opencv_datasets...
    module opencv_highgui...
    module opencv_objdetect...
    module opencv_rapid...
    module opencv_rgbd...
    module opencv_shape...
    module opencv_structured_light...
    module opencv_video...
    module opencv_xfeatures2d...
    module opencv_ximgproc...
    module opencv_xobjdetect...
    module opencv_aruco...
    module opencv_bgsegm...
    module opencv_bioinspired...
    module opencv_ccalib...
    module opencv_cudabgsegm...
    module opencv_cudalegacy...
    module opencv_cudaobjdetect...
    module opencv_dnn_objdetect...
    module opencv_dpm...
    module opencv_face...
    module opencv_gapi...
    module opencv_optflow...
    module opencv_stitching...
    module opencv_tracking...
    module opencv_cudaoptflow...
    module opencv_stereo...
    module opencv_superres...
    module opencv_videostab...
Processing WORLD modules... DONE

General configuration for OpenCV 4.3.0-dev =====================================
  Version control:               4.3.0-212-g09799402f9

  Extra modules:
    Location (extra):            /home/anis/opencv_contrib/modules
    Version control (extra):     4.3.0-42-gb098b056

  Platform:
    Timestamp:                   2020-05-07T12:46:25Z
    Host:                        Linux 5.3.0-51-generic x86_64
    CMake:                       3.10.2
    CMake generator:             Unix Makefiles
    CMake build tool:            /usr/bin/make
    Configuration:               Release

  CPU/HW features:
    Baseline:                    SSE SSE2 SSE3
      requested:                 SSE3
    Dispatched code generation:  SSE4_1 SSE4_2 FP16 AVX AVX2 AVX512_SKX
      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
      AVX512_SKX (3 files):      + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2 AVX_512F AVX512_COMMON AVX512_SKX

  C/C++:
    Built as dynamic libs?:      YES
    C++ standard:                11
    C++ Compiler:                /usr/bin/c++  (ver 7.5.0)
    C++ flags (Release):         -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 -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections  -msse -msse2 -msse3 -fvisibility=hidden -fvisibility-inlines-hidden -fopenmp -O3 -DNDEBUG  -DNDEBUG
    C++ flags (Debug):           -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 -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections  -msse -msse2 -msse3 -fvisibility=hidden -fvisibility-inlines-hidden -fopenmp -g  -O0 -DDEBUG -D_DEBUG
    C Compiler:                  /usr/bin/cc
    C flags (Release):           -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 -Winit-self -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections  -msse -msse2 -msse3 -fvisibility=hidden -fopenmp -O3 -DNDEBUG  -DNDEBUG
    C flags (Debug):             -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 -Winit-self -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections  -msse -msse2 -msse3 -fvisibility=hidden -fopenmp -g  -O0 -DDEBUG -D_DEBUG
    Linker flags (Release):      -Wl,--exclude-libs,libippicv.a -Wl,--exclude-libs,libippiw.a   -Wl,--gc-sections -Wl,--as-needed  
    Linker flags (Debug):        -Wl,--exclude-libs,libippicv.a -Wl,--exclude-libs,libippiw.a   -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-10.2/lib64 -L/usr/lib/x86_64-linux-gnu
    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 freetype fuzzy gapi hfs highgui img_hash imgcodecs imgproc intensity_transform line_descriptor ml objdetect optflow phase_unwrapping photo plot quality rapid reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking ts video videoio videostab world xfeatures2d ximgproc xobjdetect xphoto
    Disabled:                    java_bindings_generator python2 python3 python_bindings_generator python_tests
    Disabled by dependency:      -
    Unavailable:                 alphamat cnn_3dobj cvv hdf java js matlab ovis sfm viz
    Applications:                apps
    Documentation:               NO
    Non-free algorithms:         NO

  GUI: 
    GTK+:                        YES (ver 2.24.32)
      GThread :                  YES (ver 2.56.4)
      GtkGlExt:                  NO
    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:                   NO
    OpenEXR:                     /usr/lib/x86_64-linux-gnu/libImath.so /usr/lib/x86_64-linux-gnu/libIlmImf.so /usr/lib/x86_64-linux-gnu/libIex.so /usr/lib/x86_64-linux-gnu/libHalf.so /usr/lib/x86_64-linux-gnu/libIlmThread.so (ver 2_2)
    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:                   NO
    v4l/v4l2:                    YES (linux/videodev2.h)

  Parallel framework:            OpenMP

  Trace:                         YES (built-in)

  Other third-party libraries:
    Intel IPP:                   2020.0.0 Gold [2020.0.0]
           at:                   /home/anis/opencv/build/3rdparty/ippicv/ippicv_lnx/icv
    Intel IPP IW:                NO
    Lapack:                      NO
    Eigen:                       NO
    OpenVX:                      NO
    Custom HAL:                  NO
    Protobuf:                    build (3.5.1)

  NVIDIA CUDA:                   YES (ver 10.2, 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 (no extra features)
    Include path:                /home/anis/opencv/3rdparty/include/opencl/1.2
    Link libraries:              Dynamic load

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

  Install to:                    /usr/local
-----------------------------------------------------------------

Configuring done
anisghaoui commented 4 years ago

Hi again,

I have found what was missing. In your Cmake you placed absolute paths to dependencies. So I replaced the line them with the one for Linux and somehow missed one.

I changed : target_include_directories(detector PRIVATE modules/ D:/dependency/gflag/include ${CUDA_TOOLKIT_ROOT_DIR}/include D:/dependency/TensorRT-5.1.5.0_cuda-10.0_cudnn-7.5/include D:/dependency/OPENCV341/include extra/ ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})

to

target_include_directories(detector PRIVATE modules/ ${CUDA_TOOLKIT_ROOT_DIR}/include extra/ ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES} ${OpenCV_INCLUDE_DIRS})

This makes and compiles correctly.