Win10+Tensorflow-gpu+Anaconda安装
1、 Anaconda安装
直接安装Anaconda3-5.2.0-Windows-x86_64.exe，这里注意在安装过程中，要选择添加路径。
下载链接：https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/
2、 Tensorflow-gpu安装
在开始菜单中找到打开Anaconda Prompt打开。
conda create -n tensorflow-gpu pip python=3.6 # 创建tensorflow-gpu环境
activate tensorflow-gpu # 在tensorflow-gpu环境下操作
# source activate tensorflow # mac激活指令
conda install tensorflow-gpu=1.15.0 # 安装tensorflow-gpu环境
安装相应插件
conda install -c anaconda protobuf
pip install -i https://pypi.doubanio.com/simple pillow
pip install -i https://pypi.doubanio.com/simple lxml
pip install -i https://pypi.doubanio.com/simple jupyter
pip install -i https://pypi.doubanio.com/simple matplotlib
pip install -i https://pypi.doubanio.com/simple pandas
pip install -i https://pypi.doubanio.com/simple opencv-python
pip install -i https://pypi.doubanio.com/simple cython
pip install easydict
pip install tqdm
pip install keras
pip install --upgrade tf_slim
3、 更改Anaconda下载镜像源
清华源
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
上交源
conda config --add channels https://mirrors.sjtug.sjtu.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.sjtug.sjtu.edu.cn/anaconda/pkgs/main/
中科大源
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/main/
默认源
conda config --remove-key channels
4、 安装labelImg标注插件
conda install pyqt=5 # 安装运行环境
pyrcc5 -o libs/resources.py resources.qrc
python labelImg.py # 在../ labelImg-master/路径下执行，打开标注界面
参考链接：https://github.com/tzutalin/labelImg
5、 Tensorflow-gpu安装成功验证
import tensorflow as tf
tf.compat.v1.disable_eager_execution()
hello = tf.constant('Hello, TensorFlow!')
sess = tf.compat.v1.Session()
print(sess.run(hello))
6、 opencv安装成功验证
import cv2
img = cv2.imread("图片路径")
cv2.imshow("Image", img)
cv2.waitKey (0)
cv2.destroyAllWindows()
7、 安装过程报错及解决方案
报错：distributed 1.21.8 requires msgpack, which is not installed.
解决：pip install msgpack
报错：google-auth 1.15.0 has requirement setuptools>=40.3.0, but you'll have setuptools 39.1.0 which is incompatible.
解决：python -m pip install --upgrade pip
报错：Cannot uninstall 'wrapt'. It is a distutils installed project and thus we cannot accurately determine which files belong to it which would lead to only a partial uninstall.
解决：python -m pip install --upgrade pip
报错：ERROR: Cannot uninstall 'wrapt'. It is a distutils installed project and thus we cannot accurately determine which files belong to it which would lead to only a partial uninstall.
解决：pip install wrapt --ignore-installed
报错：import tensorflow.contrib.slim as slim
解决：import tf_slim as slim
报错：FutureWarning: Conversion of the second argument of issubdtype fromfloattonp.floatingis deprecated. In future, it will be treated asnp.float64 == np.dtype(float).type
解决：pip install --upgrade h5py
8、 参考链接
https://bingxiong.vip/18438/