caffe-ssd+vs2015编译（Microsoft版本）

1. 配置环境

• 系统：windows7/10 64位
• 编译：Visual Studio 2015

2. 准备工作

2.1 caffe-ssd-microsoft下载

本教程使用caffe-ssd-microsoft版本，进入github(https://github.com/conner99/caffe)并选择ssd-microsoft分支，下载并解压。

2.2 配置CommonSettings.props

进入caffe-ssd-microsoft\windows文件夹，找到CommonSettings.props.example文件，然后复制一份并更改文件名为CommonSettings.props

打开CommonSettings.props文件，根据需求更改相应配置。

2.3 注释掉含有regex或者rv的代码

找到下面三个文件，注释掉含有regex或者rv的代码。

detection_output_layer.hpp

//#include <boost/regex.hpp>

detection_output_layer.cpp

//boost::regex exp("\"(null|true|false|-?[0-9]+(\\.[0-9]+)?)\"");
ptree output;
output.add_child("detections", detections_);
std::stringstream ss;
write_json(ss, output);
//std::string rv = boost::regex_replace(ss.str(), exp, "$1");
//outfile << rv.substr(rv.find("["), rv.rfind("]") - rv.find("["))
//    << std::endl << "]" << std::endl;

detection_output_layer.cu

//boost::regex exp("\"(null|true|false|-?[0-9]+(\\.[0-9]+)?)\"");
ptree output;
output.add_child("detections", detections_);
std::stringstream ss;
write_json(ss, output);
//std::string rv = boost::regex_replace(ss.str(), exp, "$1");
//outfile << rv.substr(rv.find("["), rv.rfind("]") - rv.find("["))
//    << std::endl << "]" << std::endl;

2.4 注释掉所有含thrust的语句

打开bbox_util.cu文件，注释掉所有含thrust的语句

bbox_util.cu

//#include "thrust/functional.h"
//#include "thrust/sort.h"


  //thrust::sort_by_key(&confidences[0], &confidences[0] + num_remain, &idx[0],
  //    thrust::greater<Dtype>());

2.5 添加3rdparty文件

2.5.1 添加3rdparty文件

在caffe-ssd-microsoft\include\caffe\3rdparty下添加hungarian.h文件；

在caffe-ssd-microsoft \src \caffe \3rdparty下添加hungarian.cpp文件；

在libcaffe项目中创建的src和include下分别创建3rdparty文件夹，并将hungarian.cpp和hungarian.h文件添加进项目中；

下载链接: https://pan.baidu.com/s/1GSdyjCoF3H59IUp7awwAfQ 提取码: l6p5

2.5.2 下载thirdparty依赖库

下载thirdparty依赖库，解压至caffe-ssd-microsoft\windows\thirdparty目录下；

下载链接: https://pan.baidu.com/s/1xf8p6TDEfR3e-HESyTeqrg 提取码: j903

将caffe-ssd-microsoft\windows\thirdparty\bins添加环境变量；

打开Caffe.sln文件，配置thirdparty依赖库的[包含目录]、[库目录]、[附加依赖项]；

2.6 取消官方NuGet库下载

点击[项目]—>[管理NuGet程序包]—>[设置]—>[NuGet包管理器]—>[允许NuGet下载缺少的程序包]

2.7 C/C++ –> 常规 里的将警告提示为错误修改 为 否

将C/C++ –> 常规 里的[将警告提示为错误]修改 为 否

2.8 删除官方NugetPackages配置

在caffe-ssd-microsoft\windows下搜索所有**.vcxproj**文件，并修改PlatformToolset位v140或者删除NugetPackagesx相关的内容：

修改1

<PlatformToolset>v140</PlatformToolset>

删除1

<Import Project="..\..\..\NugetPackages\glog.0.3.3.0\build\native\glog.props" Condition="Exists('..\..\..\NugetPackages\glog.0.3.3.0\build\native\glog.props')" />
<Import Project="..\..\..\NugetPackages\gflags.2.1.2.1\build\native\gflags.props" Condition="Exists('..\..\..\NugetPackages\gflags.2.1.2.1\build\native\gflags.props')" />
<Import Project="..\..\..\NugetPackages\OpenCV.2.4.10\build\native\OpenCV.props" Condition="Exists('..\..\..\NugetPackages\OpenCV.2.4.10\build\native\OpenCV.props')" />

删除2

<ItemGroup>
  <None Include="packages.config" />
</ItemGroup>

删除3

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    <Import Project="..\..\..\NugetPackages\OpenCV.2.4.10\build\native\OpenCV.targets" Condition="Exists('..\..\..\NugetPackages\OpenCV.2.4.10\build\native\OpenCV.targets')" />
    <Import Project="..\..\..\NugetPackages\hdf5-v120-complete.1.8.15.2\build\native\hdf5-v120.targets" Condition="Exists('..\..\..\NugetPackages\hdf5-v120-complete.1.8.15.2\build\native\hdf5-v120.targets')" />
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    <Import Project="..\..\..\NugetPackages\glog.0.3.3.0\build\native\glog.targets" Condition="Exists('..\..\..\NugetPackages\glog.0.3.3.0\build\native\glog.targets')" />
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  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
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3. 编译

先编译libcaffe，再编译caffe

参考资料：

1. https://github.com/Microsoft/caffe
2. https://github.com/conner99/caffe
3. https://github.com/rb0518/caffe-windows-ssd/tree/ssd-microsoft
4. https://github.com/Zdafeng/caffe-windows
5. https://blog.csdn.net/sinat_30627475/article/details/81326234