linux人像识别python环境搭建

快来打我* 2024-04-07 12:50 71阅读 0赞

**目录**

ubuntu系统下

注意下面的版本！！！

1.安装Anaconda

2.安装cv2

3.安装openvino

4.安装tkinter

5.安装face\_recognition

6.安装dlib

7. 安装imutils

8.其它注意事项：

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

## ubuntu系统下 ##

## 注意下面的版本！！！ ##

## 1.安装Anaconda ##

[Anaconda | The World's Most Popular Data Science Platform][Anaconda _ The World_s Most Popular Data Science Platform]

## 2.安装cv2 ##

sudo apt-get update
    # sudo apt-get clean
    # sudo nano / etc/ apt/ sources.list 把国内清华源加里面：https://www.louishe.com/2021/12/08/doc-11364.html
    # 如果要换DNS：sudo vi /etc/resolv.conf
    
    sudo apt install libopencv-dev
    pip install opencv-python
    
    # 如果pip无法安装，则通过编译安装：https://linuxize.com/post/how-to-install-opencv-on-ubuntu-20-04/
    
    pip3 install torch==1.10.1+cu113 torchvision==0.11.2+cu113 torchaudio==0.10.1+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html
    
    python3.9 -m pip install openvino-dev pytorch

## 3.安装openvino ##

[Install and Configure Intel® Distribution of OpenVINO™ Toolkit for Linux — OpenVINO™ documentation][Install and Configure Intel_ Distribution of OpenVINO_ Toolkit for Linux _ OpenVINO_ documentation]

pip install openvino
    # sudo cp -r /opt/intel/openvino_2021/python/python3.9/openvino/ /home/suanfa/anaconda3/lib/python3.9/site-packages/
    
    sudo cp ./anaconda3/lib/libpython3.9.so.1.0 /usr/lib #resolve the problem of libpython3.9.so.1.0  
    sudo cp -r ~/Documents/Fonts/ /usr/share/fonts/Fonts  #复制Windows字体到Ubuntu
    #source /opt/intel/openvino_2021/bin/setupvars.sh # 首次安装openvino后，需执行该环境设置脚本

## 4.安装tkinter ##

sudo apt-get install python3-tk

## 5.安装face\_recognition ##

pip install face-recognition

## 6.安装dlib ##

[https://github.com/davisking/dlib][https_github.com_davisking_dlib]

若在虚拟环境安装，可参考以下安装方式：

sudo apt-get install libboost-all-dev cmake
    sudo apt-get install libx11-dev
    sudo apt-get install build-essential
    git clone https://github.com/davisking/dlib.git
    cd dlib
    mkdir build; cd build; cmake .. -DDLIB_USE_CUDA=0 -DUSE_AVX_INSTRUCTIONS=1; cmake --build .
    cd ..
    python3 setup.py install  --no DLIB_USE_CUDA

## 7. 安装imutils ##

pip install imutils

## 8.其它注意事项： ##

*  脚本加密时使用的Python版本需和部署端版本一致
 *  `model_info.py`中**intel**文件夹路径根据部署端路径进行调整

ps：不懂python的部署环境还是很麻烦的，起码我自己是超级难受，搞得我要吐要吐要吐！！

所以流程是这样，按照这个是可以搞起来的，特别详细的就算了，我已经不想吐第二次了

就这吧，毁灭吧/(ㄒoㄒ)/~~

[Anaconda _ The World_s Most Popular Data Science Platform]: https://www.anaconda.com/
[Install and Configure Intel_ Distribution of OpenVINO_ Toolkit for Linux _ OpenVINO_ documentation]: https://docs.openvino.ai/latest/openvino_docs_install_guides_installing_openvino_linux.html#
[https_github.com_davisking_dlib]: https://github.com/davisking/dlib