Win10 Tensorflow 配置Mask_RCNN

1、安装Anaconda3

下载地址 Anaconda 官网下载地址：https://www.continuum.io/downloads

下载以后，点击exe程序，开始安装，详细的安装过程（图片参考：https://blog.csdn.net/u012318074/article/details/77075209）

点击 Next

点击 I Agree

选择两个钟任意一个，如果是新手，个人建议选择第二个

选择安装目录，最好不要是中文路径

这两个都要选择，这样会把Python加入环境变量

等待安装完成

2、安装tensorflow

这里安装的是tensorflow CPU版本

安装过程：

打开开始菜单，选择

在命令行输入：

pip install tensorflow==1.6 (1.6为tensorflow版本，具体版本可自定义)

安装完成以后在命令行输入 python进入python命令行

然后输入： import tensorflow as tf 回车，如果不报错，说明tensorflow安装成功

注：如果想安装tensorflow GPU版本（GPU版本确实比CPU快，有条件的话推荐安装GPU版本），请先确认自己电脑上是否有GPU（打开驱动精灵或者鲁大师或者360驱动进行硬件检测，看显卡一栏，即可找到GPU），如果有，先安装cuda，然后下载对应版本的cudnn，再运行上面的命令可安装tensorflow-gpu版本

3、配置Mask_RCNN

①下载Mask_RCNN：项目源代码地址：https://github.com/matterport/Mask_RCNN

②在COCO数据集上预训练权重（mask_rcnn_coco.h5），

下载地址：https://github.com/matterport/Mask_RCNN/releases

下载完成以后放置在Mask_RCNN目录下即可

③安装pycocotools

下载COCO:

下载地址：https://github.com/philferriere/cocoapi

下载完成以后在前面打开的Anaconda命令窗口中用cd命令切换到cocoapi下的PythonAPI目录

然后在命令行输入 python setup.py build_ext --inplace (注：在此之前确保你的电脑上已经安装了Visual Studio2015，如果Visual Studio没有C++模块，需要打开Visual Studio2015，并安装C++模块，具体安装过程可搜索相关的参考文档)

安装完成标志：

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(E:\Anaconda3\install1) E:\Tensorflow\cocoapi\PythonAPI>python setup.py build_ext --inplace
running build_ext
building 'pycocotools._mask' extension
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IE:\Anaconda3\install1\lib\site-packages\numpy\core\include -I../common -IE:\Anaconda3\install1\include -IE:\Anaconda3\install1\include "-IE:\Visual Studio 2015\install\VC\INCLUDE" "-IE:\Visual Studio 2015\install\VC\ATLMFC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\shared" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\winrt" /Tcpycocotools/_mask.c /Fobuild\temp.win-amd64-3.6\Release\pycocotools/_mask.obj
_mask.c
e:\anaconda3\install1\lib\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(12) : Warning Msg: Using deprecated NumPy API, disable it by #defining NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
pycocotools/_mask.c(3070): warning C4244: “=”: 从“Py_ssize_t”转换到“siz”，可能丢失数据
pycocotools/_mask.c(3505): warning C4244: “函数”: 从“npy_intp”转换到“siz”，可能丢失数据
pycocotools/_mask.c(6935): warning C4244: “=”: 从“npy_intp”转换到“siz”，可能丢失数据
pycocotools/_mask.c(7742): warning C4244: “=”: 从“Py_ssize_t”转换到“siz”，可能丢失数据
pycocotools/_mask.c(15343): warning C4244: “初始化”: 从“double”转换到“float”，可能丢失数据
pycocotools/_mask.c(15349): warning C4244: “初始化”: 从“double”转换到“float”，可能丢失数据
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IE:\Anaconda3\install1\lib\site-packages\numpy\core\include -I../common -IE:\Anaconda3\install1\include -IE:\Anaconda3\install1\include "-IE:\Visual Studio 2015\install\VC\INCLUDE" "-IE:\Visual Studio 2015\install\VC\ATLMFC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\shared" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\winrt" /Tc../common/maskApi.c /Fobuild\temp.win-amd64-3.6\Release\../common/maskApi.obj
maskApi.c
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:E:\Anaconda3\install1\libs /LIBPATH:E:\Anaconda3\install1\PCbuild\amd64 "/LIBPATH:E:\Visual Studio 2015\install\VC\LIB\amd64" "/LIBPATH:E:\Visual Studio 2015\install\VC\ATLMFC\LIB\amd64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\lib\um\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\8.1\lib\winv6.3\um\x64" /EXPORT:PyInit__mask build\temp.win-amd64-3.6\Release\pycocotools/_mask.obj build\temp.win-amd64-3.6\Release\../common/maskApi.obj /OUT:E:\Tensorflow\cocoapi\PythonAPI\pycocotools\_mask.cp36-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.lib
_mask.obj : warning LNK4197: 多次指定导出“PyInit__mask”；使用第一个规范
正在创建库 build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.lib 和对象 build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.exp
正在生成代码
已完成代码的生成

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

然后在命令行输入：python setup.py build_ext install

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

(E:\Anaconda3\install1) E:\Tensorflow\cocoapi\PythonAPI>python setup.py build_ext install
running build_ext
building 'pycocotools._mask' extension
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Users\luo\AppData\Roaming\Python\Python36\site-packages\numpy\core\include -I../common -IE:\Anaconda3\install1\include -IE:\Anaconda3\install1\include "-IE:\Visual Studio 2015\install\VC\INCLUDE" "-IE:\Visual Studio 2015\install\VC\ATLMFC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\shared" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\winrt" /Tcpycocotools/_mask.c /Fobuild\temp.win-amd64-3.6\Release\pycocotools/_mask.obj
_mask.c
c:\users\luo\appdata\roaming\python\python36\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(12) : Warning Msg: Using deprecated NumPy API, disable it by #defining NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
pycocotools/_mask.c(3070): warning C4244: “=”: 从“Py_ssize_t”转换到“siz”，可能丢失数据
pycocotools/_mask.c(3505): warning C4244: “函数”: 从“npy_intp”转换到“siz”，可能丢失数据
pycocotools/_mask.c(6935): warning C4244: “=”: 从“npy_intp”转换到“siz”，可能丢失数据
pycocotools/_mask.c(7742): warning C4244: “=”: 从“Py_ssize_t”转换到“siz”，可能丢失数据
pycocotools/_mask.c(15343): warning C4244: “初始化”: 从“double”转换到“float”，可能丢失数据
pycocotools/_mask.c(15349): warning C4244: “初始化”: 从“double”转换到“float”，可能丢失数据
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Users\luo\AppData\Roaming\Python\Python36\site-packages\numpy\core\include -I../common -IE:\Anaconda3\install1\include -IE:\Anaconda3\install1\include "-IE:\Visual Studio 2015\install\VC\INCLUDE" "-IE:\Visual Studio 2015\install\VC\ATLMFC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\shared" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\um" "-IC:\Program Files (x86)\Windows Kits\8.1\include\\winrt" /Tc../common/maskApi.c /Fobuild\temp.win-amd64-3.6\Release\../common/maskApi.obj
maskApi.c
E:\Visual Studio 2015\install\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:E:\Anaconda3\install1\libs /LIBPATH:E:\Anaconda3\install1\PCbuild\amd64 "/LIBPATH:E:\Visual Studio 2015\install\VC\LIB\amd64" "/LIBPATH:E:\Visual Studio 2015\install\VC\ATLMFC\LIB\amd64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\lib\um\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\8.1\lib\winv6.3\um\x64" /EXPORT:PyInit__mask build\temp.win-amd64-3.6\Release\pycocotools/_mask.obj build\temp.win-amd64-3.6\Release\../common/maskApi.obj /OUT:build\lib.win-amd64-3.6\pycocotools\_mask.cp36-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.lib
_mask.obj : warning LNK4197: 多次指定导出“PyInit__mask”；使用第一个规范
正在创建库 build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.lib 和对象 build\temp.win-amd64-3.6\Release\pycocotools\_mask.cp36-win_amd64.exp
正在生成代码
已完成代码的生成
running install
running build
running build_py
running install_lib
copying build\lib.win-amd64-3.6\pycocotools\_mask.cp36-win_amd64.pyd -> E:\Anaconda3\install1\Lib\site-packages\pycocotools
running install_egg_info
Writing E:\Anaconda3\install1\Lib\site-packages\pycocotools-2.0-py3.6.egg-info