PC Software Installation

PC Software Installation: Editor, GitBash, Python3, Anaconda3, CUDA & CuDNN, Tensorflow & PyTorch installation.

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PC Software Installation

1. Editor
2. OS
3. GPU
4. Python
5. Tensorflow/Pytorch

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Editor

Notepad++ (for Windows)
Download from https://notepad-plus-plus.org/downloads/

nano (for Ubuntu / MacOS)
vim (for Ubuntu / MacOS)

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Terminal

Git for Windows
Download from https://gitforwindows.org/

Linux Command 命令列指令與基本操作入門教學

• ls -l (列出目錄檔案)
  
• cd ~ (換目錄)
  
• mkdir new (產生新檔案夾)
  
• rm file_name (移除檔案)
  
• rm –rf directory_name (移除檔案夾)
  
• df . (顯示SD卡已用量)
  
• du –sh directory (查看某檔案夾之儲存用量)
  
• free (檢查動態記憶體用量)
  
• ps –a (列出正在執行的程序)
  
• kill -9 567 (移除程序 id=567)
  
• cat /etc/os-release (列出顯示檔案內容，此檔案是作業系統版本)
  
• vi file_name (編輯檔案)
  
• nano file_name (編輯檔案)
  
• clear (清除螢幕顯示)
  
• history (列出操作記錄)
  

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Python3

Python3.10.x for Windows

• Go to https://www.python.org/downloads/windows/

• Download Python3.10.7 Windows installer (64-bit)

• Customomize installation to set directory to C:\Python3
  

Ubuntu 20.04 LTS
$ python3 -V
Python 3.8.10

Ubuntu 22.04 LTS
$ python3 -V
Python 3.10.4

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Python packages

• Open GitBash / Ubuntu Terminal
  python3 -V python3 –m pip install --upgrade pip
pip -V pip install jupyter
pip install pandas
pip install matplotlib pillow imutils
pip install opencv-python
pip install scikit-learn
git clone https://github.com/rkuo2000/cv2 (程式範例）
  git clone https://github.com/rkuo2000/tf （程式範例）
  

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Tensorflow

1. using pip to install tensorflow / tensorflow-gpu
   pip install tensorflow
   or
   pip install tensorflow-gpu
   

2. using anaconda to install tensorflow / tensorflow-gpu
   $ conda activate tensor
(tensor) $ conda install tensorflow
   or
   (tensor) $ conda install tensorflow-gpu
   

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PyTorch

• PyTorch get-started
  pip install torch torchvision
  

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Programming

• Python Programming

• Tensorflow Turorials

• PyTorch Tutorials

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Supplement

Anaconda3

(用於安裝一串版本相容的Python packages)

Anaconda3 on Windows

• Download Distribution
  • Anaconda3 installer for Windows
• Python 初學者的懶人包 Anaconda 下載與安裝
  

Anaconda3 on Ubuntu
How to Install Anaconda on Ubuntu 18.04 and 20.04

• download Anaconda3
  $ curl -O https://repo.anaconda.com/archive/Anaconda3-2022.05-Linux-x86_64.sh
  
• install Anaconda3
  $ bash Anaconda3-2021.11-Linux-x86_64.sh
  
• create env
  (base) $ conda create -n tensor python=3.9
  
• activate env
  (base) $ conda activate tensor
  
• deactivate env
  (tensor) $ conda deactivate
  
• remove an env
  (base) $ conda-env remove -n tensor
  

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GPU acceleration

• CUDA Toolkit
  • CUDA installation
• CuDNN
  • cuDNN installation

This site was last updated December 22, 2022.