Win10搭建Tensorflow Object Detection API

谁践踏了优雅 2021-12-16 16:05 238阅读 0赞

参考官方链接：https://github.com/tensorflow/models/tree/master/research/object\_detection下有关API使用的说明文档和例子。

基本按照官方说明一步一步进行即可。

![1625704-20190331202256599-718055244.png][]

**\[step1\]**

pip install tensorflow==1.13.1 （我的python版本是Python 3.7.3）

**\[step2\]**

安装依赖项：

pip install --user Cython  
pip install --user contextlib2  
pip install --user pillow  
pip install --user lxml  
pip install --user jupyter  
pip install --user matplotlib

**\[step3\]**

https://github.com/protocolbuffers/protobuf/releases

手动下载安装 ：*protoc-3.0.0-win32.zip（把压缩包解压即可）*

我把解压出来的整个文件夹拷贝至和 object\_detection 同一级目录

*![1625704-20190331203013806-807437920.png][]*

命令行运行：\\models-master\\research> ./protoc-3.0.0-win32/bin/protoc.exe object\_detection/protos/\*.proto --python\_out=.

**\[step4\]**

添加环境变量：

![1625704-20190331203433936-913399178.png][]

** \[step5\]**

命令行运行：\\models-master\\research> python object\_detection/builders/model\_builder\_test.py

出现：Ran 16 tests in 0.105s，成功！

\[step6\]

命令行运行：\\models-master\\research\\object\_detection> jupyter notebook，则在浏览器启动了jupyter，点击选中object\_detection\_tutorial.ipynb文件

![1625704-20190331204340211-319351398.png][]

直接运行就可以看到和官方demo一样的结果图了。

![1625704-20190331204616686-65926997.png][]

![1625704-20190331204713324-550164756.png][]

![1625704-20190331204809197-2107224036.png][]

转载于:https://www.cnblogs.com/bitsign/p/10633133.html

[1625704-20190331202256599-718055244.png]: /images/20211216/d1265b8ef0484485bd59751c0d2535a9.png
[1625704-20190331203013806-807437920.png]: /images/20211216/3389399060f64178bc644591a8f97d76.png
[1625704-20190331203433936-913399178.png]: /images/20211216/54e8799a096a468686542e108242f15c.png
[1625704-20190331204340211-319351398.png]: /images/20211216/b3c0076fedc74dc6890ec314323b4d18.png
[1625704-20190331204616686-65926997.png]: /images/20211216/8965987546b34452b5627326323b14d0.png
[1625704-20190331204713324-550164756.png]: /images/20211216/1fb9405e17b347f7a636fc7e9ce0c9a0.png
[1625704-20190331204809197-2107224036.png]: /images/20211216/0daf887b687f478d84143431e7435599.png