zynq7020的ARM单片机编译与运行程序MTCNN

本是古典何须时尚 2022-05-13 12:54 598阅读 0赞

**背景：**FPGA的运行需要片上ARM的控制，所以需要针对片上ARM编写的源码并且需要片上ARM执行源码。

**目的：**运用ARM编译MTCNN的代码，然后在ARM上运行。

**目录**

一、创建虚拟机

二、虚拟机上编译通过程序

2.1 cmake的编写

2.2 运行

2.3 makefile可否单独对程序make

三、交叉编译openCV

四、运行简单的测试程序

4.1 连接ARM单片机

4.2 运行程序

挂载SD卡

拷贝opencv的lib入单片机

五、交叉编译MTCNN

3.1 交叉编译工具的查找

3.2 编译工具的更改

3.3 加入openCV交叉编译库

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

**参考：**

FPGA实践教程（四）片上ARM运行程序[   https://blog.csdn.net/weixin\_36474809/article/details/80743037][_ https_blog.csdn.net_weixin_36474809_article_details_80743037]

虚拟机相关操作，虚拟机联网，虚拟机安装openCV  [https://blog.csdn.net/weixin\_36474809/article/details/83373908][https_blog.csdn.net_weixin_36474809_article_details_83373908]

流程：安装并运行虚拟机——虚拟机上程序gcc通过——虚拟机上程序arm-linux-gcc通过

ARM上运行程序属于嵌入式，

# 一、创建虚拟机 #

下载并安装VMware workstation

[https://baike.baidu.com/item/VMware%20Workstation/9884359?fr=aladdin][https_baike.baidu.com_item_VMware_20Workstation_9884359_fr_aladdin]

打开虚拟机 路径 A:\\virtual\_machine\\ARM-linux

**虚拟机相关操作** [https://blog.csdn.net/weixin\_36474809/article/details/83373908][https_blog.csdn.net_weixin_36474809_article_details_83373908]

# 二、虚拟机上编译通过程序 #

## 2.1 cmake的编写 ##

[https://blog.csdn.net/wfei101/article/details/77150234/][https_blog.csdn.net_wfei101_article_details_77150234]

[https://www.cnblogs.com/cv-pr/p/6206921.html][https_www.cnblogs.com_cv-pr_p_6206921.html]

# version
    cmake_minimum_required(VERSION 2.8) 
    
    # project name
    project(main)
    
    #set environment variables
    set(CUDA_USE_STATIC_CUDA_RUNTIME OFF)
    set(QMAKE_CXXFLAGS "-std=c++11")
    
    #include and link directories(need to be changed when change file location)
    include_directories(/home/osrc/Desktop/document/FPGA-mtcnn/include/)
    link_directories(/home/osrc/Desktop/document/FPGA-mtcnn/lib/)
    
    #openCV
    find_package( OpenCV REQUIRED)
    
    #source directory
    AUX_SOURCE_DIRECTORY(./src DIR_SRCS)
    
    #executable file name
    add_executable( main ${DIR_SRCS})
    
    #link libraries
    target_link_libraries( main ${OpenCV_LIBS} )
    #target_link_libraries( main openblas)

## 2.2 运行 ##

我们确保文件夹中只有makefileLists.txt，与src文件，然后cmake .

make直接就能运行。

红框文件均为后来生成的文件。

![70][]

## 2.3 makefile可否单独对程序make ##

不可，若将cmakefile系列删除之后，只留makefile文件，程序便无法make。我们通过此步确认了cmake必须自始至终cmake

osrc@osrc-virtual-machine:~/Desktop/document/ARM-mtcnn$ make
    CMake Error: The source directory "/home/osrc/Desktop/document/ARM-mtcnn" does not appear to contain CMakeLists.txt.
    Specify --help for usage, or press the help button on the CMake GUI.
    Makefile:266: recipe for target 'cmake_check_build_system' failed
    make: *** [cmake_check_build_system] Error 1

# 三、交叉编译openCV #

巨难，此步骤过程繁琐，依赖项众多，且极易出现bug，耗时很久。相关过程详细记载见：

**虚拟机交叉编译openCV详细步骤及bug解决详解** [https://blog.csdn.net/weixin\_36474809/article/details/835012073.2][https_blog.csdn.net_weixin_36474809_article_details_835012073.2]

# 四、运行简单的测试程序 #

## 4.1 连接ARM单片机 ##

我们编译过后的文件为test可执行文件。在交叉编译完openCV之后，此文件较为简单，具体生成过程见上面。

** FPGA实践教程（二）连接片上ARM ** [https://blog.csdn.net/weixin\_36474809/article/details/80691642][https_blog.csdn.net_weixin_36474809_article_details_80691642]

** FPGA实践教程（四）片上ARM运行程序 ** [https://blog.csdn.net/weixin\_36474809/article/details/80743037][_ https_blog.csdn.net_weixin_36474809_article_details_80743037]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjQ3NDgwOQ_size_16_color_FFFFFF_t_70][]

插电并且连接usb。（虚拟机开启时，usb直接连接到虚拟机上，且一个usb只能连接一个虚拟机或者主机上）  
我们需要将设备通过ssh连接到主机上，而不是虚拟机。

VMware连接USB的操作：

*  开始菜单中打开运行，或按下Win+R打开运行，输入services.msc，打开服务。
 *  找到以VM开头的服务，将VMware USB Arbitration Service服务关闭，

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjQ3NDgwOQ_size_16_color_FFFFFF_t_70 1][]

设备管理器中找到设备，安装相应的驱动，用SSH打开串口即可

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjQ3NDgwOQ_size_16_color_FFFFFF_t_70 2][]

### 4.2 运行程序 ###

程序拷入SD卡，然后挂载上单片机。

挂载u盘不成功（fat32格式也不行）

zynq> umount /mnt/usb/
    umount: can't umount /mnt/usb/: Invalid argument
    zynq> mount -t vfat /dev/sda1 /mnt/
    mount: mounting /dev/sda1 on /mnt/ failed: No such file or directory
    zynq> ls /mnt/
    usb
    zynq> df -h
    Filesystem                Size      Used Available Use% Mounted on
    none                    249.5M         0    249.5M   0% /tmp
    zynq> fdisk -l
    
    Disk /dev/mmcblk0: 7906 MB, 7906263040 bytes
    4 heads, 16 sectors/track, 241280 cylinders
    Units = cylinders of 64 * 512 = 32768 bytes
    
            Device Boot      Start         End      Blocks  Id System
    /dev/mmcblk0p1   *          33        3232      102400   c Win95 FAT32 (LBA)
    Partition 1 does not end on cylinder boundary
    /dev/mmcblk0p2            3233      241280     7617536  83 Linux
    Partition 2 does not end on cylinder boundary

### 挂载SD卡 ###

fdisk -l

mount -t vfat \[硬件目录\] \[所挂载的文件夹\]

zynq> fdisk -lrandom: nonblocking pool is initialized
    
    Disk /dev/mmcblk0: 7906 MB, 7906263040 bytes
    4 heads, 16 sectors/track, 241280 cylinders
    Units = cylinders of 64 * 512 = 32768 bytes
    
            Device Boot      Start         End      Blocks  Id System
    /dev/mmcblk0p1   *          33        3232      102400   c Win95 FAT32 (LBA)
    Partition 1 does not end on cylinder boundary
    /dev/mmcblk0p2            3233      241280     7617536  83 Linux
    Partition 2 does not end on cylinder boundary
    zynq> df -h
    Filesystem                Size      Used Available Use% Mounted on
    none                    249.5M         0    249.5M   0% /tmp
    zynq> mount -t vfat /dev/mmcblk0p1 /mnt/usb/
    FAT-fs (mmcblk0p1): Volume was not properly unmounted. Some data may be corrupt. Please run fsck.
    zynq> ls /mnt/usb/
    BOOT.bin                   test                       uramdisk.image.gz
    System Volume Information  uEnv.txt                   zynqnet
    devicetree.dtb             uImage

直接运行，运行不成功

zynq> ls
    BOOT.bin                   test                       uramdisk.image.gz
    System Volume Information  uEnv.txt                   zynqnet
    devicetree.dtb             uImage
    zynq> ./test
    -/bin/ash: ./test: not found

**报错原因：** [https://blog.csdn.net/yx\_l128125/article/details/7418882  ][https_blog.csdn.net_yx_l128125_article_details_7418882_]

原因可能为程序需要的静态库或者动态库没有，所以我们需要将opencv的lib拷入单片机的lib

### 拷贝opencv的lib入单片机 ###

# 五、交叉编译MTCNN #

## 3.1 交叉编译工具的查找 ##

osrc@osrc-virtual-machine:~/Desktop/document/ARM-mtcnn$ sudo passwd
    Enter new UNIX password: 
    Retype new UNIX password: 
    passwd: password updated successfully
    osrc@osrc-virtual-machine:~/Desktop/document/ARM-mtcnn$ su root
    Password: 
    root@osrc-virtual-machine:/home/osrc/Desktop/document/ARM-mtcnn# cd /mnt/workspace/
    root@osrc-virtual-machine:/mnt/workspace# find . -name "arm-linux-g*"
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/lib/gcc/arm-linux-gnueabihf
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/bin/arm-linux-gnueabihf-objcopy
    。。。
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/arm-linux-gnueabihf
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/arm-linux-gnueabihf/include/c++/5.2.1/arm-linux-gnueabihf
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/libexec/gcc/arm-linux-gnueabihf
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/share/man/man1/arm-linux-gnueabihf-nlmconv.1
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/share/man/man1/arm-linux-gnueabihf-gdbserver.1
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/share/man/man1/arm-linux-gnueabihf-objcopy.1
    ./Xilinx/SDx/2017.4/gnu/aarch32/5.2.1/lnx64/share/man/man1/arm-linux-gnueabihf-strip.1
    。。。
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-objcopy
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-nm
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-cpp
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-gcov-tool
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-gcov
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-as
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-ld
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-addr2line
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-readelf
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-gcc-nm
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-gprof
    ranlib
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-objdump
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-ar
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-c++filt
    /c++/6.2.1/arm-linux-gnueabihf
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/libexec/gcc/arm-linux-gnueabihf
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/share/man/man1/arm-linux-gnueabihf-nlmconv.1
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/share/man/man1/arm-linux-gnueabihf-cpp.1
    ./Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/share/man/man5/arm-linux-gnueabihf-gdbinit.5
    ^C
    root@osrc-virtual-machine:/mnt/workspace# cd Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# ls
    arm-linux-gnueabihf-addr2line   arm-linux-gnueabihf-gdb
    arm-linux-gnueabihf-ar          arm-linux-gnueabihf-gprof
    arm-linux-gnueabihf-as          arm-linux-gnueabihf-ld
    arm-linux-gnueabihf-c++         arm-linux-gnueabihf-ld.bfd
    arm-linux-gnueabihf-c++filt     arm-linux-gnueabihf-nm
    arm-linux-gnueabihf-cpp         arm-linux-gnueabihf-objcopy
    arm-linux-gnueabihf-elfedit     arm-linux-gnueabihf-objdump
    arm-linux-gnueabihf-g++         arm-linux-gnueabihf-ranlib
    arm-linux-gnueabihf-gcc         arm-linux-gnueabihf-readelf
    arm-linux-gnueabihf-gcc-6.2.1   arm-linux-gnueabihf-size
    arm-linux-gnueabihf-gcc-ar      arm-linux-gnueabihf-strings
    arm-linux-gnueabihf-gcc-nm      arm-linux-gnueabihf-strip
    arm-linux-gnueabihf-gcc-ranlib  gdbserver
    arm-linux-gnueabihf-gcov        runtest
    arm-linux-gnueabihf-gcov-tool
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# ./arm-linux-gnueabihf-gcc -v
    Using built-in specs.
    COLLECT_GCC=./arm-linux-gnueabihf-gcc
    COLLECT_LTO_WRAPPER=/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/../libexec/gcc/arm-linux-gnueabihf/6.2.1/lto-wrapper
    Target: arm-linux-gnueabihf
    Configured with: /proj/esdt_sdk/gnu_abe/ABE/builds/lin/arm/arm-linux/snapshots//gcc-linaro-snapshot-6.2-2016.11/configure SHELL=/bin/sh --with-bugurl=https://bugs.linaro.org --with-mpc=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-mpfr=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-gmp=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-gnu-as --with-gnu-ld --disable-libstdcxx-pch --disable-libmudflap --with-cloog=no --with-ppl=no --with-isl=no --disable-nls --enable-c99 --disable-libstdcxx-pch --enable-clocale=gnu --enable-libstdcxx-debug --enable-long-long --enable-gnu-indirect-function --disable-multilib --with-tune=cortex-a9 --with-arch=armv7-a --with-fpu=vfpv3-d16 --with-float=hard --with-mode=arm --disable-multilib --enable-multiarch CFLAGS=-O2 CXXFLAGS=-O2 --disable-silent-rules --enable-libquadmath --enable-libg2c --enable-symvers=gnu --enable-libstdcxx-pch --enable-libssp --disable-libmudflap --enable-checking=release --enable-cheaders=c_global --enable-poison-system-directories --enable-clocale=generic --enable-shared --enable-threads=posix --disable-multilib --enable-c99 --without-local-prefix --enable-lto --disable-bootstrap --with-linker-hash-style=gnu --with-ppl=no --with-cloog=no --without-isl --enable-nls --enable-__cxa_atexit --with-build-sysroot=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu/arm-linux-gnueabihf/libc --enable-lto --enable-plugins --enable-linker-build-id --enable-long-long --enable-shared --with-sysroot=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu/arm-linux-gnueabihf/libc --enable-languages=c,c++,lto --enable-checking=yes --disable-bootstrap --with-bugurl=https://bugs.linaro.org --build=x86_64-unknown-linux-gnu --host=x86_64-unknown-linux-gnu --target=arm-linux-gnueabihf --prefix=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu
    Thread model: posix
    gcc version 6.2.1 20161114 (Linaro GCC Snapshot 6.2-2016.11) 
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# ls
    arm-linux-gnueabihf-addr2line   arm-linux-gnueabihf-gdb
    arm-linux-gnueabihf-ar          arm-linux-gnueabihf-gprof
    arm-linux-gnueabihf-as          arm-linux-gnueabihf-ld
    arm-linux-gnueabihf-c++         arm-linux-gnueabihf-ld.bfd
    arm-linux-gnueabihf-c++filt     arm-linux-gnueabihf-nm
    arm-linux-gnueabihf-cpp         arm-linux-gnueabihf-objcopy
    arm-linux-gnueabihf-elfedit     arm-linux-gnueabihf-objdump
    arm-linux-gnueabihf-g++         arm-linux-gnueabihf-ranlib
    arm-linux-gnueabihf-gcc         arm-linux-gnueabihf-readelf
    arm-linux-gnueabihf-gcc-6.2.1   arm-linux-gnueabihf-size
    arm-linux-gnueabihf-gcc-ar      arm-linux-gnueabihf-strings
    arm-linux-gnueabihf-gcc-nm      arm-linux-gnueabihf-strip
    arm-linux-gnueabihf-gcc-ranlib  gdbserver
    arm-linux-gnueabihf-gcov        runtest
    arm-linux-gnueabihf-gcov-tool
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# export PATH=${PATH}:Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# pwd
    /mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# export PATH=${PATH}:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin# arm-linux-gnueabihf-gcc -v
    Using built-in specs.
    COLLECT_GCC=arm-linux-gnueabihf-gcc
    COLLECT_LTO_WRAPPER=/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/../libexec/gcc/arm-linux-gnueabihf/6.2.1/lto-wrapper
    Target: arm-linux-gnueabihf
    Configured with: /proj/esdt_sdk/gnu_abe/ABE/builds/lin/arm/arm-linux/snapshots//gcc-linaro-snapshot-6.2-2016.11/configure SHELL=/bin/sh --with-bugurl=https://bugs.linaro.org --with-mpc=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-mpfr=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-gmp=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu --with-gnu-as --with-gnu-ld --disable-libstdcxx-pch --disable-libmudflap --with-cloog=no --with-ppl=no --with-isl=no --disable-nls --enable-c99 --disable-libstdcxx-pch --enable-clocale=gnu --enable-libstdcxx-debug --enable-long-long --enable-gnu-indirect-function --disable-multilib --with-tune=cortex-a9 --with-arch=armv7-a --with-fpu=vfpv3-d16 --with-float=hard --with-mode=arm --disable-multilib --enable-multiarch CFLAGS=-O2 CXXFLAGS=-O2 --disable-silent-rules --enable-libquadmath --enable-libg2c --enable-symvers=gnu --enable-libstdcxx-pch --enable-libssp --disable-libmudflap --enable-checking=release --enable-cheaders=c_global --enable-poison-system-directories --enable-clocale=generic --enable-shared --enable-threads=posix --disable-multilib --enable-c99 --without-local-prefix --enable-lto --disable-bootstrap --with-linker-hash-style=gnu --with-ppl=no --with-cloog=no --without-isl --enable-nls --enable-__cxa_atexit --with-build-sysroot=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu/arm-linux-gnueabihf/libc --enable-lto --enable-plugins --enable-linker-build-id --enable-long-long --enable-shared --with-sysroot=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu/arm-linux-gnueabihf/libc --enable-languages=c,c++,lto --enable-checking=yes --disable-bootstrap --with-bugurl=https://bugs.linaro.org --build=x86_64-unknown-linux-gnu --host=x86_64-unknown-linux-gnu --target=arm-linux-gnueabihf --prefix=/proj/esdt_sdk/gnu_abe/ABE/builds/abe_check/builds/destdir/x86_64-unknown-linux-gnu
    Thread model: posix
    gcc version 6.2.1 20161114 (Linaro GCC Snapshot 6.2-2016.11) 
    root@osrc-virtual-machine:/mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin#

## 3.2 编译工具的更改 ##

在cmakeList.txt中，决定编译工具的为：

#set environment variables
    set(CUDA_USE_STATIC_CUDA_RUNTIME OFF)
    set(QMAKE_CXXFLAGS "-std=c++11")  #c++compiler

[https://www.cnblogs.com/rickyk/p/3875334.html][https_www.cnblogs.com_rickyk_p_3875334.html]

更改为我们需要的交叉编译工具

#set environment variables
    set(CUDA_USE_STATIC_CUDA_RUNTIME OFF)
    #set(QMAKE_CXXFLAGS "-std=c++11")  #c++compiler
    SET(CMAKE_CXX_COMPILER /mnt/workspace/Xilinx/SDK/2017.4/gnu/aarch32/lin/gcc-arm-linux-gnueabi/bin/arm-linux-gnueabihf-g++)

但是cmake之后在make时出现报错：

[ 80%] Building CXX object CMakeFiles/main.dir/src/mtcnn.cpp.o
    cc1plus: warning: include location "/usr/local/include/opencv" is unsafe for cross-compilation [-Wpoison-system-directories]
    cc1plus: warning: include location "/usr/local/include" is unsafe for cross-compilation [-Wpoison-system-directories]
    [100%] Linking CXX executable main
    /usr/local/lib/libopencv_videostab.so.2.4.9: file not recognized: File format not recognized
    collect2: error: ld returned 1 exit status
    CMakeFiles/main.dir/build.make:191: recipe for target 'main' failed
    make[2]: *** [main] Error 1
    CMakeFiles/Makefile2:67: recipe for target 'CMakeFiles/main.dir/all' failed
    make[1]: *** [CMakeFiles/main.dir/all] Error 2
    Makefile:83: recipe for target 'all' failed
    make: *** [all] Error 2

说明我们需要对openCV库也进行交叉编译。

交叉编译openCV，我们在完成交叉编译之后再继续对MTCNN进行交叉编译。

## 3.3 加入openCV交叉编译库 ##

#include and link directories(need to be changed when change file location)
    include_directories(/home/osrc/Desktop/document/arm/opencv-install/include/)
    link_directories(/home/osrc/Desktop/document/arm/opencv-install/lib/)

加入opencv交叉编译之后的库。

root@osrc-virtual-machine:/home/osrc/Desktop/document/ARM-mtcnn# make
    [ 20%] Linking CXX executable main
    CMakeFiles/main.dir/src/pikaqiu.cpp.o: In function `main':
    pikaqiu.cpp:(.text+0x8c): undefined reference to `cv::imread(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, int)'
    pikaqiu.cpp:(.text+0x184): undefined reference to `cv::_InputArray::_InputArray(cv::Mat const&)'
    pikaqiu.cpp:(.text+0x198): undefined reference to `cv::imshow(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, cv::_InputArray const&)'

依然是openCV的问题，交叉编译程序失败。

未完，后续更新。

[_ https_blog.csdn.net_weixin_36474809_article_details_80743037]: https://blog.csdn.net/weixin_36474809/article/details/80743037
[https_blog.csdn.net_weixin_36474809_article_details_83373908]: https://blog.csdn.net/weixin_36474809/article/details/83373908
[https_baike.baidu.com_item_VMware_20Workstation_9884359_fr_aladdin]: https://baike.baidu.com/item/VMware%20Workstation/9884359?fr=aladdin
[https_blog.csdn.net_wfei101_article_details_77150234]: https://blog.csdn.net/wfei101/article/details/77150234/
[https_www.cnblogs.com_cv-pr_p_6206921.html]: https://www.cnblogs.com/cv-pr/p/6206921.html
[70]: /images/20220504/8e2a0dd85a9c4d799fcdf87be8fffc48.png
[https_blog.csdn.net_weixin_36474809_article_details_835012073.2]: https://blog.csdn.net/weixin_36474809/article/details/83501207
[https_blog.csdn.net_weixin_36474809_article_details_80691642]: https://blog.csdn.net/weixin_36474809/article/details/80691642
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[https_blog.csdn.net_yx_l128125_article_details_7418882_]: https://blog.csdn.net/yx_l128125/article/details/7418882
[https_www.cnblogs.com_rickyk_p_3875334.html]: https://www.cnblogs.com/rickyk/p/3875334.html