tensorflow object detection api安装教程

0.各个镜像源
https://pypi.douban.com/simple/ 豆瓣
https://mirrors.aliyun.com/pypi/simple/ 阿里
https://pypi.hustunique.com/simple/ 华中理工大学
https://pypi.sdutlinux.org/simple/ 山东理工大学
https://pypi.mirrors.ustc.edu.cn/simple/ 中国科学技术大学
https://pypi.tuna.tsinghua.edu.cn/simple 清华

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conda env list

1.创建python环境
conda create -n tf14 python=3.6
2.激活环境
conda activate tf14
3.
pip install tensorflow==1.14  -i https://pypi.douban.com/simple
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tensorflow玉numpy版本匹配
pip uninstall numpy
pip install numpy==1.16.4 -i https://pypi.douban.com/simple
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4.测试tensorflow是否按照成功
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import tensorflow as tf
sess = tf.Session()
hello = tf.constant('hello, tensorflow!')
print(sess.run(hello))
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5.在D:\tensorflow\models\research下执行
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python setup.py install

需要等一段时间
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6.测试tensorflow object detection api是否安装成功
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python object_detection/builders/model_builder_test.py

问题：当发现ModuleNotFoundError: No module named 'nets'，我告诉你怎么办
在*/research/slim下运行命令
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python setup.py build
python setup.py install
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ModuleNotFoundError: No module named 'matplotlib'

pip install matplotlib  -i https://pypi.douban.com/simple

pip install requests  -i https://pypi.douban.com/simple

pip install jupyter  -i https://pypi.douban.com/simple

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C:\Users\admin\Anaconda3\envs\tf14\lib\site-packages\ipykernel_launcher.py:22: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.

运行第二次

问题：
D:/tensorflow/models/research/object_detection/object_detection_example_2.py:115: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.

解决方案：
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import matplotlib
matplotlib.use('TkAgg')
import matplotlib.pyplot as plt
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参考网站



Object Detection Api使用记录_Leo-Ma的博客-CSDN博客

目标检测笔记二：Object Detection API 小白实践指南 - 腾讯云开发者社区-腾讯云