一、下载

git clone https://github.com/runhang/caffe-ssd.git
cd caffe-ssd

1. 修改 build_win.cmd

    if !PYTHON_VERSION! EQU 2 (
        set CONDA_ROOT=C:\Anaconda2
    )
    :: Set python 3.5 with conda as the default python
    if !PYTHON_VERSION! EQU 3 (
        set CONDA_ROOT=C:\Anaconda2\envs\py3
    )

:: Configure using cmake and using the caffe-builder dependencies
:: Add -DCUDNN_ROOT=C:/Projects/caffe/cudnn-8.0-windows10-x64-v5.1/cuda ^
:: below to use cuDNN
cmake -G"!CMAKE_GENERATOR!" ^
      -DBLAS=Open ^
      -DCMAKE_BUILD_TYPE:STRING=%CMAKE_CONFIG% ^
      -DBUILD_SHARED_LIBS:BOOL=%CMAKE_BUILD_SHARED_LIBS% ^
      -DBUILD_python:BOOL=%BUILD_PYTHON% ^
      -DBUILD_python_layer:BOOL=%BUILD_PYTHON_LAYER% ^
      -DBUILD_matlab:BOOL=%BUILD_MATLAB% ^
      -DCPU_ONLY:BOOL=%CPU_ONLY% ^
      -DCOPY_PREREQUISITES:BOOL=1 ^
      -DINSTALL_PREREQUISITES:BOOL=1 ^
      -DUSE_NCCL:BOOL=!USE_NCCL! ^
      -DCUDA_ARCH_NAME:STRING=%CUDA_ARCH_NAME% ^
      -DCUDNN_ROOT=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\cuda ^      -C "D:\tyang\caffe-builder\build_v140_x64\libraries\caffe-builder-config.cmake" ^
      "%~dp0\.."

(上面粉红色部分就是第三方库的文件位置，根据自己的位置改下,不加上这句的话默认在user/.caffe下)

2. 修改 download_prebuilt_dependencies.py

(‘v140‘, ‘3.6‘)

3. 修改 WindowsDownloadPrebuiltDependencies.cmake

set(DEPENDENCIES_VERSION 1.1.0)
set(DEPENDENCIES_NAME_1800_27 libraries_v120_x64_py27_${DEPENDENCIES_VERSION})
set(DEPENDENCIES_NAME_1900_27 libraries_v140_x64_py27_${DEPENDENCIES_VERSION})
set(DEPENDENCIES_NAME_1900_36 libraries_v140_x64_py35_${DEPENDENCIES_VERSION})

set(DEPENDENCIES_URL_BASE https://github.com/willyd/caffe-builder/releases/download)
set(DEPENDENCIES_FILE_EXT .tar.bz2)
set(DEPENDENCIES_URL_1800_27 "${DEPENDENCIES_URL_BASE}/v${DEPENDENCIES_VERSION}/${DEPENDENCIES_NAME_1800_27}${DEPENDENCIES_FILE_EXT}")
set(DEPENDENCIES_SHA_1800_27 "ba833d86d19b162a04d68b09b06df5e0dad947d4")
set(DEPENDENCIES_URL_1900_27 "${DEPENDENCIES_URL_BASE}/v${DEPENDENCIES_VERSION}/${DEPENDENCIES_NAME_1900_27}${DEPENDENCIES_FILE_EXT}")
set(DEPENDENCIES_SHA_1900_27 "17eecb095bd3b0774a87a38624a77ce35e497cd2")
set(DEPENDENCIES_URL_1900_36 "${DEPENDENCIES_URL_BASE}/v${DEPENDENCIES_VERSION}/${DEPENDENCIES_NAME_1900_35}${DEPENDENCIES_FILE_EXT}")
set(DEPENDENCIES_SHA_1900_36 "f060403fd1a7448d866d27c0e5b7dced39c0a607")

                find_package(PythonInterp 3.6)

二、编译第三方库

(就是上面粉红色部分得第三方库)

git clone https://github.com/willyd/caffe-builder.git
cd caffe-builder
build_v140_x64.cmd

速度可能有点慢，而且要下载。。。

三、Cmake 编译

确保cmake在电脑环境目录里

scripts\build_win.cmd

过程中会报错：libraries_v140_x64_py35_1.1.0.tar下载失败

手动下载： 地址

然后重命名 .tar.bz2 放到 C:\Users\tyang\.caffe\dependencies\download

再试一次

四、VS 编译

上面编译完会生成一个build文件夹，里面就是VS工程了

用VS2015打开选择Release生成ALL_BUILD

五、 Python接口

将 caffe-ssd\python\caffe 拷贝到 python所在\Lib\site-packages

原文地址：https://www.cnblogs.com/xuanyuyt/p/9772819.html