多平台编译OpenCV 4.6.0源码操作步骤

Posted fengbingchun

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      从https://github.com/opencv/opencv/releases/tag/4.6.0 下载源码opencv-4.6.0.tar.gz，解压缩。

      多平台包括Windows 10、Linux(Ubuntu 16.04、Ubuntu 18.04)、MacOS、android、ios、Wasm(WebAssembly)、嵌入式设备，以及它们不同的配置，如Ubuntu上不同的gcc版本，MacOS上不同的xcode版本。
      将不同平台的编译命令全部写在一个shell脚本build.sh里，此脚本与OpenCV的主CMakeLists.txt在同一个目录下，外层通过输入一个参数来控制编译哪个平台哪个配置的库，如linux-x86_64-gcc5_4，命名组成方式为：platform-arch-toolchain，platform可为winodws、linux、osx(即MacOS)、andorid、ios、wasm；arch可为x86、x86_64、armv7、aarch64(arm64)；toolchain可为gcc5.4、gcc8.2、clang-r23b、vs2015等。
      编译前的说明：
      (1).除特殊平台如Wasm、iOS只有静态库外，其它平台既包括动态库也包括静态库。
      (2).除Windows外，其它平台只有Release库。
      (3).为保证调用OpenCV接口时各平台结果的一致性，这里图像编解码库如libpng等不使用系统库中的，均使用OpenCV中自带的版本即3rdparty目录下的。
      (4).为保证各平台结果一致(精度对齐)，也关闭了OpenCV中的加速选项，如SIMD、OpenMP等，尽量只走普通C++实现部分。
      (5).关闭了多线程：即设置WITH_PTHREADS_PF为OFF,设置OPENCV_DISABLE_THREAD_SUPPORT为ON后,当通过VideoCapture读取视频文件时,会有Warning:Corrupt JPEG data: premature end of data segment
      (6).有些OpenCV的选项在多平台上是通用的，这里将它们放在了一起，如下：其中将外部的输入参数传给了PLATFORM_ARCH_TOOLCHAIN，用于不同的平台在CMakeList.txt中做的差异处理，设置OPENCV_DISABLE_THREAD_SUPPORT为ON,将不会编译objdetect模块

common_options="-DCMAKE_BUILD_TYPE=RELEASE \\
    -DPLATFORM_ARCH_TOOLCHAIN=$1 \\
    -DCMAKE_CXX_FLAGS=-fPIC \\
    -DCMAKE_C_FLAGS=-fPIC \\
    -DBUILD_EXAMPLES=OFF \\
    -DBUILD_opencv_apps=OFF \\
    -DBUILD_PERF_TESTS=OFF \\
    -DBUILD_TESTS=OFF \\
    -DBUILD_JAVA=OFF \\
    -DBUILD_OBJC=OFF \\
    -DBUILD_KOTLIN_EXTENSIONS=OFF \\
    -DBUILD_opencv_gapi=OFF \\
    -DOPENCV_FORCE_3RDPARTY_BUILD=ON \\
    -DENABLE_PIC=ON \\
    -DWITH_1394=OFF \\
    -DWITH_EIGEN=OFF \\
    -DWITH_ARAVIS=OFF \\
    -DWITH_ARITH_DEC=ON \\
    -DWITH_ARITH_ENC=ON \\
    -DWITH_CLP=OFF \\
    -DWITH_CUBLAS=OFF \\
    -DWITH_CUDA=OFF \\
    -DWITH_CUFFT=OFF \\
    -DWITH_FFMPEG=OFF \\
    -DWITH_GSTREAMER=OFF \\
    -DWITH_GSTREAMER_0_10=OFF \\
    -DWITH_HALIDE=OFF \\
    -DWITH_HPX=OFF \\
    -DWITH_IMGCODEC_HDR=ON \\
    -DWITH_IMGCODEC_PXM=ON \\
    -DWITH_IMGCODEC_SUNRASTER=ON \\
    -DWITH_INF_ENGINE=OFF \\
    -DWITH_IPP=OFF \\
    -DWITH_ITT=OFF \\
    -DWITH_OPENVINO=OFF \\
    -DWITH_JASPER=ON \\
    -DWITH_JPEG=ON \\
    -DWITH_PNG=ON \\
    -DWITH_TIFF=ON \\
    -DWITH_WEBP=ON \\
    -DWITH_LAPACK=OFF \\
    -DWITH_PTHREADS_PF=OFF \\
    -DOPENCV_DISABLE_THREAD_SUPPORT=ON \\
    -DWITH_LIBREALSENSE=OFF \\
    -DWITH_MSMF_DXVA=OFF \\
    -DWITH_NVCUVID=OFF \\
    -DWITH_OPENCL=OFF \\
    -DWITH_OPENCLAMDBLAS=OFF \\
    -DWITH_OPENCLAMDFFT=OFF \\
    -DWITH_OPENCL_SVM=OFF \\
    -DWITH_OPENCL_D3D11_NV=OFF \\
    -DWITH_VA=OFF \\
    -DWITH_VA_INTEL=OFF \\
    -DWITH_OPENEXR=OFF \\
    -DWITH_OPENGL=OFF \\
    -DWITH_OPENMP=OFF \\
    -DWITH_OPENNNI=OFF \\
    -DWITH_OPENNNI2=OFF \\
    -DWITH_OPENVX=OFF \\
    -DWITH_PROTOBUF=OFF \\
    -DWITH_PVAPI=OFF \\
    -DWITH_QT=OFF \\
    -DWITH_QUIRC=OFF \\
    -DWITH_TBB=OFF \\
    -DWITH_VULKAN=OFF \\
    -DWITH_XIMEA=OFF \\
    -DWITH_VTK=OFF \\
    -DWITH_CPUFEATURES=OFF \\
    -DENABLE_NEON=OFF \\
    -DCPU_BASELINE=OFF \\
    -DCV_ENABLE_INTRINSICS=OFF \\
    -DCV_DISABLE_OPTIMIZATION=ON \\
    -DINSTALL_C_EXAMPLES=OFF \\
    -DINSTALL_PYTHON_EXAMPLES=OFF"

      (7).因为编译的既有动态库又有静态库，这里定义了两个变量，如下：编译完的库存放在与build.sh同一目录下，动态库目录结构为install/$1/$dir_name_dynamic，静态库目录结构为install/$1/$dir_name_static

dir_name_dynamic="shared"
dir_name_static="static"

      (8).因为会有很多不同的toolchain，它们存放在公共的目录下，如/usr/local/toolchains，这里定义了一个变量，用于指定公共目录，如下：

toolchains_path="/usr/local/toolchains"

      1. Linux：Ubuntu 16.04、Ubuntu 18.04
      调整源码：
      (1).因为是在linux 64位机上编译linux x86的库，调整主CMakeLists.txt文件，对CMAKE_C_FLAGS和CMAKE_CXX_FLAGS追加-m32选项。
      (2).用海思arm-himix100-linux工具链编译时，需调整主CMakeLists.txt文件，增加一个变量：add_definitions(-DLINUX_ARMV7_HIMIX100=1)，此变量应用在后面介绍的extend_std_funcs.hpp文件中，否则编译时会error，类似于android gcc，如：error: 'cbrt' is not a member of 'std'。因为在海思arm-himix100-linux工具链中并没有找到仅在此工具链中适用的预定义宏，因此增加了LINUX_ARMV7_HIMIX100。在后面项目中使用此opencv库时，也需要在那个项目的CMakeLists.txt中添加：add_definitions(-DLINUX_ARMV7_HIMIX100=1)
      (3).用海思arm-himix200-linux工具链编译时，需调整主CMakeLists.txt文件，增加一个变量：add_definitions(-DLINUX_ARMV7_HIMIX200=1)，此变量在modules/core/include/opencv2/core/detail/exception_ptr.hpp中使用，当定义此变量时，强制添加#undef CV__EXCEPTION_PTR，否则编译库时会报error，如error: ‘std::exception_ptr’ has not been declared。因为在海思arm-himix200-linux工具链中并没有找到仅在此工具链中适用的预定义宏，因此增加了LINUX_ARMV7_HIMIX200。在后面项目中使用此opencv库时，也需要在那个项目的CMakeLists.txt中添加：add_definitions(-DLINUX_ARMV7_HIMIX200=1)
      (4).使用QNX工具链编译时，在modules/calib3d/src/usac.hpp中，添加宏定义，如下，否则会报error，如：error: 'M_SQRT2' was not declared in this scope

#ifdef __QNX__
#define M_SQRT2     1.41421356237309504880	/* sqrt(2) */
#define M_PI		3.14159265358979323846	/* pi */
#endif

      编译：

      (1).编译linux-x86_64-gcc系列，如linux-x86_64-gcc5_4，则编译命令如下：

if [ $1 == "linux-x86_64-gcc5_4" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/gcc-5.4/bin/gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/gcc-5.4/bin/g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/gcc-5.4/bin/gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/gcc-5.4/bin/g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (2).编译linux-x86-gcc4_9，编译命令如下：

elif [ $1 == "linux-x86-gcc4_9" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/usr/bin/gcc-4.9 \\
        -DCMAKE_CXX_COMPILER=/usr/bin/g++-4.9 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/usr/bin/gcc-4.9 \\
        -DCMAKE_CXX_COMPILER=/usr/bin/g++-4.9 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (3).使用海思的工具链arm-himix100-linux，编译命令如下：

elif [ $1 == "linux-armv7-himix100" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix100-linux/bin/arm-himix100-linux-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix100-linux/bin/arm-himix100-linux-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix100-linux/bin/arm-himix100-linux-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix100-linux/bin/arm-himix100-linux-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (4).使用海思的工具链arm-himix200-linux，编译命令如下：

elif [ $1 == "linux-armv7-himix200" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix200-linux/bin/arm-himix200-linux-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix200-linux/bin/arm-himix200-linux-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix200-linux/bin/arm-himix200-linux-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/x86-arm/arm-himix200-linux/bin/arm-himix200-linux-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (5).使用海思的工具链aarch64-hi3559a-linux，编译命令如下：关闭了webp，否则会有error: "internal compiler erro"错误，解决此问题可能需要升级gcc版本

elif [ $1 == "linux-aarch64-hi3559a" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/aarch64-hi3559a-linux/bin/aarch64-linux-gnu-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/aarch64-hi3559a-linux/bin/aarch64-linux-gnu-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DWITH_WEBP=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/hisi-linux/aarch64-hi3559a-linux/bin/aarch64-linux-gnu-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/hisi-linux/aarch64-hi3559a-linux/bin/aarch64-linux-gnu-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DWITH_WEBP=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (6).使用QNX工具链，编译命令如下：编译动态库时关闭OPENCV_ENABLE_MEMALIGN，关闭静态库时关闭OPENCV_ENABLE_MEMALIGN和WITH_ADE

elif [ $1 == "linux-aarch64-qnx" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    source $toolchains_path/qnx700/qnxsdp-env.sh
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/qnx700/host/linux/x86_64/usr/bin/aarch64-unknown-nto-qnx7.0.0-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/qnx700/host/linux/x86_64/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DOPENCV_ENABLE_MEMALIGN=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    source $toolchains_path/qnx700/qnxsdp-env.sh
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=$toolchains_path/qnx700/host/linux/x86_64/usr/bin/aarch64-unknown-nto-qnx7.0.0-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/qnx700/host/linux/x86_64/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DOPENCV_ENABLE_MEMALIGN=OFF \\
        -DWITH_ADE=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      2. Android：在Ubuntu 16.04上交叉编译

      调整源码：

      (1).调整3rdparty/libpng/pngpriv.h：在第137行增加：#define PNG_ARM_NEON_OPT 0，强制关闭NEON，否则在编译imgcodecs模块时会报undefined symbol的error，如ld: error: undefined symbol: png_riffle_palette_neon，这是因为我们前面在编译OpenCV时设置关闭了加速。

      (2).调整cmake/OpenCVUtils.cmake：增加函数modify_android_link_deps，并在函数ocv_target_link_libraries内增加对modify_android_link_deps的调用：否则在编译android时会查找rt库，错误信息如下：ld: error: unable to find library -lrt，但是在android上是不需要rt库，这里通过判断是不是编译的android的库，若是，则将link_deps中的rt替换为log，log库在android是需要的

function(modify_android_link_deps link_deps)
    set(new_link_deps "")
    foreach(dep $$link_deps)
        if("$dep" STREQUAL "rt")
            list(APPEND new_link_deps "log")
        else()
            list(APPEND new_link_deps "$dep")
        endif()
    endforeach()
    set($link_deps $new_link_deps PARENT_SCOPE)
endfunction()

function(ocv_target_link_libraries target)
    set(LINK_DEPS $ARGN)
    string(FIND $PLATFORM_ARCH_TOOLCHAIN "android" compare_var)
    if($compare_var GREATER_EQUAL 0)
        modify_android_link_deps(LINK_DEPS)
    endif()
    _ocv_fix_target(target)
    set(LINK_MODE "PRIVATE")
    # ......
endfunction()

      (3).使用gcc而不是clang编译android库时，会报一些error，如error: 'cbrt' is not a member of 'std'类似错误，这是因为android gcc缺少一些std函数的实现，这里新增加一个modules/core/include/opencv2/core/extend_std_funcs.hpp文件，仅用于实现满足在android gcc下缺少的这些std函数，并将此函数在当前目录的base.hpp文件中include它

#ifndef EXTEND_STD_FUNCS_HPP
#define EXTEND_STD_FUNCS_HPP

#if (defined(__ANDROID__) && defined(__GNUC__) && !defined(__clang__)) || defined(LINUX_ARMV7_HIMIX100)

#include <stdlib.h>
#include <cmath>
#include <string>
#include <sstream>

namespace std 

#if defined(__arm__) || defined(__i386__)
inline int sign(double val)

    return (double(0) < val) - (val < double(0));


inline double cbrt(double x)

    if (sign(x) == 0) return 0.;
    return sign(x) > 0 ? std::pow(x, double(1/3.)) : -std::pow(std::fabs(x), double(1/3.));


inline double copysign(double mag, double sgn)

    if (sign(sgn) == 0) return mag;
    return sign(sgn) > 0 ? std::fabs(mag) : -std::fabs(mag);

#endif

#if (defined(__ANDROID__) && defined(__GNUC__) && !defined(__clang__))
inline unsigned long long stoull(const std::string& str, std::size_t* pos = nullptr, int base = 10)

    (void)(pos);
    char* pEnd = nullptr;
    return strtoull(str.data(), &pEnd, base);


inline std::string to_string(int value)

    std::ostringstream os;
    os << value ;
    return os.str();

#endif

 // namespace std

#endif

#endif // EXTEND_STD_FUNCS_HPP

      (4).编译android x86 gcc时，调整主CMakeLists.txt文件，对CMAKE_C_FLAGS和CMAKE_CXX_FLAGS追加-m32选项。

      (5).编译android x86 clang时，调整主CMakeLists.txt文件，对CMAKE_C_FLAGS和CMAKE_CXX_FLAGS追加-m32选项。

      编译：

      (1).编译android-armv7-clang系列，如andorid-armv7-clang-r23b，则编译命令如下：

elif [ $1 == "android-armv7-clang-r23b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="armeabi-v7a" \\
        -DANDROID_ARM_MODE="arm" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/armv7a-linux-androideabi21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/armv7a-linux-androideabi21-clang++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="armeabi-v7a" \\
        -DANDROID_ARM_MODE="arm" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/armv7a-linux-androideabi21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/armv7a-linux-androideabi21-clang++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (2).编译android-aarch64-clang系列，如android-aarch64-clang-r23b，则编译命令如下：

elif [ $1 == "android-aarch64-clang-r23b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="arm64-v8a" \\
        -DANDROID_ARM_MODE="arm64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/aarch64-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/aarch64-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="arm64-v8a" \\
        -DANDROID_ARM_MODE="arm64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/aarch64-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/aarch64-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (3).编译android-x86-clang系列，如android-x86-clang-r23b，则编译命令如下：

elif [ $1 == "android-x86-clang-r23b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/i686-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/i686-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/i686-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/i686-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (4).编译android-x86_64-clang系列，如android-x86_64-clang-r23b，则编译命令如下：

elif [ $1 == "android-x86_64-clang-r23b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86_64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/x86_64-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/x86_64-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86_64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="clang" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/x86_64-linux-android21-clang \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r23b/clang/prebuilt/linux-x86_64/bin/x86_64-linux-android21-clang++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (5).编译android-armv7-gcc-r14b，编译命令如下：

elif [ $1 == "android-armv7-gcc-r14b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="armeabi-v7a" \\
        -DANDROID_ARM_MODE="arm" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-armv7/bin/arm-linux-androideabi-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-armv7/bin/arm-linux-androideabi-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="armeabi-v7a" \\
        -DANDROID_ARM_MODE="arm" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-armv7/bin/arm-linux-androideabi-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-armv7/bin/arm-linux-androideabi-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (6).编译android-aarch64-gcc-r14b，编译命令如下：

elif [ $1 == "android-aarch64-gcc-r14b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="arm64-v8a" \\
        -DANDROID_ARM_MODE="arm64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-aarch64/bin/aarch64-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-aarch64/bin/aarch64-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="arm64-v8a" \\
        -DANDROID_ARM_MODE="arm64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-aarch64/bin/aarch64-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-aarch64/bin/aarch64-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (7).编译android-x86-gcc-r14b，编译命令如下：

elif [ $1 == "android-x86-gcc-r14b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86/bin/i686-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86/bin/i686-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86/bin/i686-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86/bin/i686-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (8).编译android-x86_64-gcc-r14b，编译命令如下：

elif [ $1 == "android-x86_64-gcc-r14b" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86_64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86_64/bin/x86_64-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86_64/bin/x86_64-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DANDROID_ABI="x86_64" \\
        -DANDROID_PLATFORM="android-21" \\
        -DANDROID_TOOLCHAIN="gcc" \\
        -DCPU_BASELINE_DISABLE=ON \\
        -DCMAKE_C_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86_64/bin/x86_64-linux-android-gcc \\
        -DCMAKE_CXX_COMPILER=$toolchains_path/android-ndk-r14b/gcc/android-21/android-x86_64/bin/x86_64-linux-android-g++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_GTK=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      3. Wasm：在Ubuntu 16.04上交叉编译

      通用项定义：

wasm_common_options="--cmake_option=-DCMAKE_BUILD_TYPE=RELEASE \\
    --cmake_option=-DCMAKE_CXX_FLAGS=-fPIC \\
    --cmake_option=-DCMAKE_C_FLAGS=-fPIC \\
    --cmake_option=-DPLATFORM_ARCH_TOOLCHAIN=$1 \\
    --cmake_option=-DBUILD_SHARED_LIBS=OFF \\
    --cmake_option=-DBUILD_PROTOBUF=OFF \\
    --cmake_option=-DBUILD_ZLIB=ON \\
    --cmake_option=-DBUILD_opencv_apps=OFF \\
    --cmake_option=-DBUILD_opencv_gapi=OFF \\
    --cmake_option=-DBUILD_opencv_highgui=ON \\
    --cmake_option=-DBUILD_opencv_imgcodecs=ON \\
    --cmake_option=-DBUILD_opencv_photo=ON \\
    --cmake_option=-DBUILD_opencv_stitching=ON \\
    --cmake_option=-DBUILD_opencv_dnn=OFF \\
    --cmake_option=-DBUILD_opencv_objdetect=OFF \\
    --cmake_option=-DBUILD_opencv_ts=OFF \\
    --cmake_option=-DBUILD_opencv_ml=ON \\
    --cmake_option=-DBUILD_opencv_videoio=ON \\
    --cmake_option=-DOPENCV_FORCE_3RDPARTY_BUILD=ON \\
    --cmake_option=-DBUILD_JASPER=ON \\
    --cmake_option=-DBUILD_JPEG=ON \\
    --cmake_option=-DBUILD_PNG=ON \\
    --cmake_option=-DBUILD_TIFF=ON \\
    --cmake_option=-DBUILD_WEBP=ON"

      依赖项：本机需安装emcmake；本机需安装python3，版本要求>=3.2

      调整源码：

      (1).编译x86时，调整主CMakeLists.txt文件，对CMAKE_C_FLAGS和CMAKE_CXX_FLAGS追加-m32选项。

      编译：

      (1).编译wasm-x86，编译命令如下：

elif [ $1 == "wasm-x86" ]; then
    echo "#### build static libraries ..."
    rm -rf *
    TARGET_COMPILER_VERSION=1.39.20
    emcmake \\
        python3 ../platforms/js/build_js.py . \\
        --emscripten_dir=$toolchains_path/emsdk-$TARGET_COMPILER_VERSION/upstream/emscripten/ \\
        $wasm_common_options \\
        --cmake_option="-DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static"
    emmake make install

      (2).编译wasm-x86_64，编译命令如下：

elif [ $1 == "wasm-x86_64" ]; then
    echo "#### build static libraries ..."
    rm -rf *
    TARGET_COMPILER_VERSION=1.39.20
    emcmake \\
        python3 ../platforms/js/build_js.py . \\
        --emscripten_dir=$toolchains_path/emsdk-$TARGET_COMPILER_VERSION/upstream/emscripten/ \\
        $wasm_common_options \\
        --cmake_option="-DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static"
    emmake make install

      4. Windows 10：

      cmake/OpenCVCRTLinkage.cmake中，默认动态库是MD，静态库是MT，这里作了调整，无论是动态库还是静态库都可以指定是MD还是MT。为了让windows 10编译的库可以在windows xp上运行，这里指定了v140_xp选项。

      基于windows的通用项定义如下：

msvc_mt_common_options="-DCMAKE_CXX_FLAGS=/DWIN32 /D_WINDOWS /W3 /GR /EHsc \\
    -DCMAKE_CXX_FLAGS_DEBUG=/MTd /Zi /Ob0 /Od /RTC1 \\
    -DCMAKE_CXX_FLAGS_RELEASE=/MT /O2 /Ob2 /DNDEBUG \\
    -DCMAKE_CXX_FLAGS_MINSIZEREL=/MT /O1 /Ob1 /DNDEBUG \\
    -DCMAKE_CXX_FLAGS_RELWITHDEBINFO=/MT /Zi /O2 /Ob1 /DNDEBUG \\
    -DCMAKE_C_FLAGS=/DWIN32 /D_WINDOWS /W3 \\
    -DCMAKE_C_FLAGS_DEBUG=/MTd /Zi /Ob0 /Od /RTC1 \\
    -DCMAKE_C_FLAGS_RELEASE=/MT /O2 /Ob2 /DNDEBUG \\
    -DCMAKE_C_FLAGS_MINSIZEREL=/MT /O1 /Ob1 /DNDEBUG \\
    -DCMAKE_C_FLAGS_RELWITHDEBINFO=/MT /Zi /O2 /Ob1 /DNDEBUG \\
    -DWITH_ADE=OFF \\
    -DWITH_MSMF=OFF \\
    -DBUILD_opencv_dnn=OFF"

msvc_md_common_options="-DCMAKE_CXX_FLAGS=/DWIN32 /D_WINDOWS /W3 /GR /EHsc \\
    -DCMAKE_CXX_FLAGS_DEBUG=/MDd /Zi /Ob0 /Od /RTC1 \\
    -DCMAKE_CXX_FLAGS_RELEASE=/MD /O2 /Ob2 /DNDEBUG \\
    -DCMAKE_CXX_FLAGS_MINSIZEREL=/MD /O1 /Ob1 /DNDEBUG \\
    -DCMAKE_CXX_FLAGS_RELWITHDEBINFO=/MD /Zi /O2 /Ob1 /DNDEBUG \\
    -DCMAKE_C_FLAGS=/DWIN32 /D_WINDOWS /W3 \\
    -DCMAKE_C_FLAGS_DEBUG=/MDd /Zi /Ob0 /Od /RTC1 \\
    -DCMAKE_C_FLAGS_RELEASE=/MD /O2 /Ob2 /DNDEBUG \\
    -DCMAKE_C_FLAGS_MINSIZEREL=/MD /O1 /Ob1 /DNDEBUG \\
    -DCMAKE_C_FLAGS_RELWITHDEBINFO=/MD /Zi /O2 /Ob1 /DNDEBUG \\
    -DWITH_ADE=OFF \\
    -DWITH_MSMF=OFF \\
    -DBUILD_opencv_dnn=OFF"

      调整源码：

      (1).关闭python的支持，否则会报error:ImportError: No module named numpy.distutils，调整主CMakeLists.txt，将

# --- Python Support ---
if(NOT IOS)
  include(cmake/OpenCVDetectPython.cmake)
endif()

      调整为：

# --- Python Support ---
if((NOT IOS) AND (NOT CMAKE_GENERATOR MATCHES "Visual Studio"))
  include(cmake/OpenCVDetectPython.cmake)
endif()

      (2).由于增加了v140_xp选项，需关闭FLS的支持，否则会报error:fatal error C1083: Cannot open include file: 'fibersapi.h': No such file or directory，调整主CMakeLists.txt，设置变量ST_COMPATIBLE_XP，如下：

if($PLATFORM_ARCH_TOOLCHAIN STREQUAL "windows-x86-vs2015" OR $PLATFORM_ARCH_TOOLCHAIN STREQUAL "windows-x86_64-vs2015")
  add_definitions(-DST_COMPATIBLE_XP)
endif()

      调整modules/core/src/system.cpp，强制关闭FLS，如下

#if (_WIN32_WINNT >= 0x0602)
  #include <synchapi.h>
#endif
#ifdef ST_COMPATIBLE_XP
  #define CV_DISABLE_FLS // force close FLS when use v140_xp
#endif
#if ((_WIN32_WINNT >= 0x0600) && !defined(CV_DISABLE_FLS)) || defined(CV_FORCE_FLS)
  #include <fibersapi.h>
  #define CV_USE_FLS
#endif

      (3).由于动态库和静态库都需要同时支持MD和MT，这里在build.sh中定义ST_FORCE_MSVC_USE_MT和ST_FORCE_MSVC_USE_MD用来指定是编译MD模式还是MT模式，调整cmake/OpenCVRTLinkage.cmake，将原来的if(NOT BUILD_SHARED_LIBS AND BUILD_WITH_STATIC_CRT)调整为

if((NOT ST_FORCE_MSVC_USE_MD) AND ((NOT BUILD_SHARED_LIBS AND BUILD_WITH_STATIC_CRT) OR ST_FORCE_MSVC_USE_MT))

      编译：

      (1).编译windows-x86_64-vs系列，如windows-x86_64-vs2015，则编译命令如下：

elif [ $1 == "windows-x86_64-vs2015" ]; then
    echo "#### build mt dynamic libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config debug

    echo "#### build mt dynamic libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config release

    echo "#### build mt static libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config debug

    echo "#### build mt static libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config release

    echo "#### build md dynamic libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config debug

    echo "#### build md dynamic libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config release

    echo "#### build md static libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config debug

    echo "#### build md static libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A x64 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config release

      (2).编译windows-x86-vs系列，如windows-x86_64-vs2015，则编译命令如下：

elif [ $1 == "windows-x86-vs2015" ]; then
    echo "#### build mt dynamic libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config debug

    echo "#### build mt dynamic libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config release

    echo "#### build mt static libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config debug

    echo "#### build mt static libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_mt_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MT=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/mt \\
        ..
    cmake --build . --target install --config release

    echo "#### build md dynamic libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config debug

    echo "#### build md dynamic libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=ON \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config release

    echo "#### build md static libraries debug ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Debug \\
        -DCMAKE_CONFIGURATION_TYPES=Debug \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config debug

    echo "#### build md static libraries release ..."
    rm -rf *
    cmake \\
        -G"Visual Studio 14 2015" -A Win32 -T v140_xp \\
        $common_options \\
        $msvc_md_common_options \\
        -DCMAKE_BUILD_TYPE=Release \\
        -DCMAKE_CONFIGURATION_TYPES=Release \\
        -DST_FORCE_MSVC_USE_MD=1 \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/md \\
        ..
    cmake --build . --target install --config release

      5. MacOS：

      调整源码：

      (1).调整主CMakeLists.txt，强制使HAVE_PTHREAD不生效，否则报error:CMake Error at CMakeLists.txt:Thread execution might be in use in some component，在build.sh中定义ST_FORCE_XCODE_CLOSE_GCD，然后将CMakeLists.txt中的

else())
  set(HAVE_PTHREAD 1)
endif()

      调整为：

elseif(NOT ST_FORCE_XCODE_CLOSE_GCD)
  set(HAVE_PTHREAD 1)
endif()

      (2).调整主CMakeLists.txt，强制使list(REMOVE_ITEM OPENCV_LINKER_LIBS pthread)不生效，否则报error：CMake Error at CMakeLists.txt: (list):list sub-command REMOVE_ITEM requires list to be present，将CMakeLists.txt中的

if (OPENCV_DISABLE_THREAD_SUPPORT)
  list(REMOVE_ITEM OPENCV_LINKER_LIBS pthread)
endif()

      调整为：

if (OPENCV_DISABLE_THREAD_SUPPORT AND NOT ST_FORCE_XCODE_CLOSE_GCD)
  list(REMOVE_ITEM OPENCV_LINKER_LIBS pthread)
endif()

      (3).调整cmake/OpenCVFindFrameworks.cmake，强制使HAVE_GCD不生效，否则报error:CMake Error at CMakeLists.txt: (message): Not all parallel frameworks have been disabled (using GCD)，将OpenCVFindFrameworks.cmake中的

if(APPLE AND NOT HAVE_TBB)
  set(HAVE_GCD 1)
else()

      调整为：

if(APPLE AND NOT HAVE_TBB AND NOT ST_FORCE_XCODE_CLOSE_GCD)
  set(HAVE_GCD 1)
else()

      (4).编译osx x86的库时调整主CMakeLists.txt文件，对CMAKE_C_FLAGS和CMAKE_CXX_FLAGS追加-m32选项。

      编译：

      (1).编译osx-x86_64-xcode系列，如osx-x86_64-xcode12，则编译命令如下：

elif [ $1 == "osx-x86_64-xcode12" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (2).编译osx-x86-xcode系列，如osx-x86-xcode12，则编译命令如下：

elif [ $1 == "osx-x86-xcode12" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      (3).编译osx-aarch64-xcode系列，如osx-aarch64-xcode12，则编译命令如下：Apple M1

elif [ $1 == "osx-aarch64-xcode12" ]; then
    echo "#### build dynamic libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=ON \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_dynamic \\
        ..
    make -j8
    make install

    echo "#### build static libraries ..."
    rm -rf *
    cmake \\
        $common_options \\
        -DCMAKE_C_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/cc \\
        -DCMAKE_CXX_COMPILER=/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++ \\
        -DBUILD_SHARED_LIBS=OFF \\
        -DWITH_ADE=OFF \\
        -DST_FORCE_XCODE_CLOSE_GCD=1 \\
        -DCMAKE_INSTALL_PREFIX=../install/$1/$dir_name_static \\
        ..
    make -j8
    make install

      6. iOS

      基于iOS的通用项定义如下：

ios_common_options="--without world --without gapi --without dnn --without objdetect --without objc --without ts \\
    --disable 1394 --disable EIGEN --disable CUDA --disable FFMPEG --disable IPP --disable ITT --disable LAPACK \\
    --disable LIBREALSENSE --disable NVCUVID --disable OPENCL --disable OPENEXR --disable OPENGL --disable OPENMP \\
    --disable OPENVX --disable PROTOBUF --disable QT --disable TBB --disable ADE --disable QUIRC"

      调整源码：主要调整platforms/ios/build_framework.py

      (1).调整platforms/ios/build_framework.py，在_build函数内的cmake_flags = []后添加一句，否则在主CMakeLists.txt里会报error：CMake Error at CMakeLists.txt: (if): Unknown arguments specified，因为PLATFORM_ARCH_TOOLCHAIN变量没有被定义

cmake_flags.append("-DPLATFORM_ARCH_TOOLCHAIN=ios")

      (2).调整platforms/ios/build_framework.py，对于--iphoneos_archs和--iphonesimulator_archs选项，如果不显示指定则会被赋予默认值，这里调整为--iphoneos_archs和--iphonesimulator_archs每次仅支持一种指定

# iphoneos_archs = None
# if args.iphoneos_archs:
#     iphoneos_archs = args.iphoneos_archs.split(',')
# elif not args.build_only_specified_archs:
#     # Supply defaults
#     iphoneos_archs = ["armv7", "armv7s", "arm64"]
# print('Using iPhoneOS ARCHS=' + str(iphoneos_archs))

# iphonesimulator_archs = None
# if args.iphonesimulator_archs:
#     iphonesimulator_archs = args.iphonesimulator_archs.split(',')
# elif not args.build_only_specified_archs:
#     # Supply defaults
#     iphonesimulator_archs = ["i386", "x86_64"]
# print('Using iPhoneSimulator ARCHS=' + str(iphonesimulator_archs))

if args.iphoneos_archs is None and args.iphonesimulator_archs is None:
    print_error("--iphoneos_archs and --iphonesimulator_archs are undefined; nothing will be built.")
    sys.exit(1)

if args.iphoneos_archs and args.iphonesimulator_archs:
    print_error("one of --iphoneos_archs and --iphonesimulator_archs must be specified.")
    sys.exit(1)

iphoneos_archs = None
if args.iphoneos_archs:
    iphoneos_archs = args.iphoneos_archs.split(',')
print('Using iPhoneOS ARCHS=' + str(iphoneos_archs))

iphonesimulator_archs = None
if args.iphonesimulator_archs:
    iphonesimulator_archs = args.iphonesimulator_archs.split(',')
print('Using iPhoneSimulator ARCHS=' + str(iphonesimulator_archs))

      编译：

      (1).编译ios_os-universal-xcode系列，如ios_os-universal-xcode12，真机，则编译命令如下：编译完后，会分别有基于armv7和arm64两套库，可以通过libtool将armv7和arm64整合成一套库

elif [ $1 == "ios_os-universal-xcode12" ]; then
    echo "#### build static libraries ..."
    rm -rf *
    python ../platforms/ios/build_framework.py ../install/$1 --iphoneos_archs armv7,arm64 $ios_common_options

    echo "#### CreateUniversalBinary ..."
    path=../install/$1/
    path_armv7=build/build-armv7-iphoneos/install/lib/
    path_arm64=build/build-arm64-iphoneos/install/lib/

    prefix_3rdparty=3rdparty/lib
    prefix_modules=libopencv_
    suffix=.a

    name_3rd_libs=("libpng" "libwebp" "zlib" "libjpeg-turbo")
    name_module_libs=("photo" "videoio" "calib3d" "features2d" "core" "imgcodecs" "highgui" "video" "ml" "stitching" "flann" "imgproc")

    mkdir -p $path$dir_name_static/lib/3rdparty
    mkdir -p $path$dir_name_static/lib

    for val in $name_3rd_libs[@]; do
        name_armv7_lib="$path$path_armv7$prefix_3rdparty$val$suffix"
        name_arm64_lib="$path$path_arm64$prefix_3rdparty$val$suffix"
        /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool -static $name_armv7_lib $name_arm64_lib -o $path$dir_name_static/lib/$prefix_3rdparty$val$suffix
    done

    for val in $name_module_libs[@]; do
        name_armv7_lib="$path$path_armv7$prefix_modules$val$suffix"
        name_arm64_lib="$path$path_arm64$prefix_modules$val$suffix"
        /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool -static $name_armv7_lib $name_arm64_lib -o $path$dir_name_static/lib/$prefix_modules$val$suffix
    done

    cp -a $path$path_armv7../include $path$dir_name_static/
    cp -a $path$path_armv7../share $path$dir_name_static/
    cp -a $path$path_armv7cmake $path$dir_name_static/lib/

      (2).编译ios_sim-universal-xcode系列，如ios_sim-universal-xcode12，模拟器(simulator)，则编译命令如下：编译完后，会分别有基于i386和x86_64两套库，可以通过libtool将i386和x86_64整合成一套库

elif [ $1 == "ios_sim-universal-xcode12" ]; then
    echo "#### build static libraries ..."
    rm -rf *
    python ../platforms/ios/build_framework.py ../install/$1 --iphonesimulator_archs i386,x86_64 $ios_common_options

    echo "#### CreateUniversalBinary ..."
    path=../install/$1/
    path_i386=build/build-i386-iphonesimulator/install/lib/
    path_x86_64=build/build-x86_64-iphonesimulator/install/lib/

    prefix_3rdparty=3rdparty/lib
    prefix_modules=libopencv_
    suffix=.a

    name_3rd_libs=("libpng" "libwebp" "zlib" "libjpeg-turbo")
    name_module_libs=("photo" "videoio" "calib3d" "features2d" "core" "imgcodecs" "highgui" "video" "ml" "stitching" "flann" "imgproc")

    mkdir -p $path$dir_name_static/lib/3rdparty
    mkdir -p $path$dir_name_static/lib

    for val in $name_3rd_libs[@]; do
        name_i386_lib="$path$path_i386$prefix_3rdparty$val$suffix"
        name_x86_64_lib="$path$path_x86_64$prefix_3rdparty$val$suffix"
        /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool -static $name_i386_lib $name_x86_64_lib -o $path$dir_name_static/lib/$prefix_3rdparty$val$suffix
    done

    for val in $name_module_libs[@]; do
        name_i386_lib="$path$path_i386$prefix_modules$val$suffix"
        name_x86_64_lib="$path$path_x86_64$prefix_modules$val$suffix"
        /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool -static $name_i386_lib $name_x86_64_lib -o $path$dir_name_static/lib/$prefix_modules$val$suffix
    done

    cp -a $path$path_i386../include $path$dir_name_static/
    cp -a $path$path_i386../share $path$dir_name_static/
    cp -a $path$path_i386cmake $path$dir_name_static/lib/

      (3).编译ios_sim-aarch64-xcode系列，如ios_sim-aarch64-xcode12，模拟器(simulator)，则编译命令如下：Apple M1

elif [ $1 == "ios_sim-aarch64-xcode12" ]; then
    echo "#### build static libraries ..."
    rm -rf *
    python ../platforms/ios/build_framework.py ../install/$1 --iphonesimulator_archs arm64 $ios_common_options

    path=../install/$1/
    mkdir -p $path$dir_name_static
    cp -a $pathbuild/build-arm64-iphonesimulator/install/ $path$dir_name_static/

      7. 项目中使用OpenCV

      (1).项目test中加入对OpenCV的支持，则CMakeLists.txt应包括类似语句：

FIND_PACKAGE(OpenCV)
INCLUDE_DIRECTORIES($OpenCV_INCLUDE_DIRS)
MESSAGE("#### opencv include dirs: $OpenCV_INCLUDE_DIRS")
MESSAGE("#### opencv libs: $OpenCV_LIBS")

TARGET_LINK_LIBRARIES(test $OpenCV_LIBS)

      (2).cmake时应使用OpenCV_DIR指定opencv中OpenCVConfig.cmake文件路径，如linux-x86_64-gcc5_4，这样主机上可以同时包含多个版本的opencv，通过OpenCV_DIR来指定使用哪个版本

cmake -DOpenCV_DIR=/usr/local/toolchains/opencv/4.6.0/linux-x86_64-gcc5_4/shared/lib/cmake/opencv4/ ..

      (3).因为opencv中编译选项较多，可通过调用cv::getBuildInformation()函数来查看编译opencv时开启了哪些选项.

      8. 因为编译的平台、架构较多，有时需要了解某个编译器(preprocessor)定义支持的宏，可通过执行如下命令获取，如/usr/bin/gcc和/usr/bin/g++

echo | /usr/bin/gcc -dM -E -
echo | /usr/bin/g++ -dM -E -x c++ -

      GitHub：https://github.com/fengbingchun/OpenCV_Test

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