Essential AI Tools and Libraries: A Guide to Python, Git, C Compile Tools, FFmpeg, CUDA, PyTorch
Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch
Welcome to the Pillars of AI Application Libraries: How to Install Tutorial! 🤖 Are you ready to embark on a journey of installing AI libraries and applications with ease? 💻 In this video, we'll guide you through the process of installing Python, Git, Visual Studio C++ Compile tools, and FFmpeg on your Windows 10 machine. 📊 We'll also show you how to set your default Python version, create a virtual environment, and install any application with a specific Python version. 🔓 Whether you're a beginner or an expert, this tutorial is designed to help you overcome potential errors and mistakes that you may encounter during the installation process. 💡 So, let's get started! 🎬 Throughout the tutorial, we'll provide advanced tips and tricks to help you navigate the installation process with ease. 💪 So, what are you waiting for? 🤔 Let's dive in and start the installation process together! 🎉
Tutorial GitHub Readme File
Stable Diffusion GitHub repository
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- 0:00 Introduction of what you will learn in Essential AI Tools and Libraries A Guide
- 4:04 What is command line interface (cmd) and how to open it
- 4:15 How to check and verify your default installed Python
- 4:27 How to verify whether Git is installed or not
- 4:37 How open and edit your environment path and why it is extremely important
- 4:50 How to edit system environment variables
- 5:31 How to install Python on Windows
- 6:12 What configuration and settings you need when installing Python for AI applications
- 7:28 How to see where the system is finding my installed default Python
- 8:01 How to install Git on Windows
- 8:44 How to properly install Visual Studio C++ Compile tools to solve C++ 14.0 or greater is required
- 9:24 InsightFace install error and how we will fix it
- 11:25 How to disable pip cache or purge to redownload and fix erroneous pip files download or corrupted pip cache
- 12:16 How to install Git Large which is necessary for Git LFS
- 12:34 How to check if FFmpeg is installed and set on Windows
- 12:45 How to install and setup FFmpeg on Windows
- 13:40 How to add downloaded FFmpeg exes to the system environment variables path
- 14:18 How will system look system variables path with which order, which Python version will get used
- 14:36 How to verify if your FFmpeg setup is working correctly or not
- 14:59 How to install CUDA Toolkit libraries on Windows
- 15:46 How to find other and previous CUDA Toolkit versions
- 16:45 Where CUDA Toolkit libraries path are added in System Environment Variables path
- 17:12 All about Git commands such as checkout, clone, pull, stash, pop
- 17:22 How to install Automatic1111 Stable Diffusion Web UI properly
- 17:46 How to open a CMD in that current drive directly
- 17:56 How to do a git clone to download the Automatic1111 Web UI or any GitHub repository
- 18:18 How to do a git checkout to switch different branches such as dev branch
- 18:38 Explanation of different branches in GitHub repository, example Automatic1111 repo
- 19:00 How to do git pull to update and verify latest version of a repo
- 19:10 How to switch back to main / master branch
- 19:27 When and how to use git stash and git stash pop commands
- 21:04 How to fix please commit your changes or stash them before you merge error
- 21:44 How to get back your modified file after git pull and overwrite
- 22:29 Python virtual environment / venv operations
- 22:42 How to start installation of Automatic1111 SD Web UI after git clone
- 23:51 How to activate any Python virtual environment / venv, example venv of Automatic1111 Web UI
- 24:27 How to install latest PyTorch / Torch version to Automatic1111 SD Web UI
- 24:44 How to uninstall any library from a VENV
- 25:05 How to list specific versions of any Python library to install any specific version from list
- 25:26 How to install specific version of PyTorch with GPU and CUDA
- 25:41 How to fix PyTorch / Torch with only CPU support installation
- 26:02 How to install older versions of PyTorch with previous CUDA and GPU
- 26:14 How to list certain CUDA version compatible PyTorch / Torch versions
- 26:32 If you are not able to find your specific version library it is due to your Python version
- 26:45 How to compose a virtual environment / VENV with Python
- 27:12 How to install different Python versions at the same time
- 28:29 How to copy file path directly in Windows
- 28:39 How to use second installed Python version
- 28:49 How to generate specific Python version having virtual environment / VENV
- 29:34 How to change your default Python version
- 30:58 How to install runpodctl or any exe to your system cmd