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Zero To Hero Generative AI - Become A Master

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  1. Lecture 1 : How To Install Python, Setup Virtual Environment VENV, Set Default Python System Path & Install Git
  2. Lecture 3 : Zero to Hero ControlNet Tutorial: Stable Diffusion Web UI Extension | Complete Feature Guide
  3. Lecture 4 : How To Find Best Stable Diffusion Generated Images By Using DeepFace AI - DreamBooth / LoRA Training
  4. Lecture 5 : Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffusion Training - Full Tutorial
  5. Lecture 6 : The END of Photography - Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training
  6. Lecture 7 : How To Use Stable Diffusion X-Large (SDXL) On Google Colab For Free
  7. Lecture 8 : Stable Diffusion XL (SDXL) Locally On Your PC - 8GB VRAM - Easy Tutorial With Automatic Installer
  8. Lecture 9 : Ultimate RunPod Tutorial For Stable Diffusion - Automatic1111 - Data Transfers, Extensions, CivitAI
  9. Lecture 10 : How To Use SDXL On RunPod Tutorial. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio
  10. Lecture 11 : ComfyUI Tutorial - How to Install ComfyUI on Windows, RunPod & Google Colab | Stable Diffusion SDXL
  11. Lecture 12 : First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Training Will Replace Older Models
  12. Lecture 13 : How To Use SDXL in Automatic1111 Web UI - SD Web UI vs ComfyUI - Easy Local Install Tutorial / Guide
  13. Lecture 14 : Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab - roop
  14. Lecture 15 : How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial
  15. Lecture 16 : Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs
  16. Lecture 17 : How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI
  17. Lecture 18 : How to Do SDXL Training For FREE with Kohya LoRA - Kaggle - NO GPU Required - Pwns Google Colab
  18. Lecture 19 : How Use Stable Diffusion, SDXL, ControlNet, LoRAs For FREE Without A GPU On Kaggle Like Google Colab
  19. Lecture 20 : Turn Videos Into Animation With Just 1 Click - ReRender A Video Tutorial
  20. Lecture 21 : Turn Videos Into Animation / 3D Just 1 Click - ReRender A Video Tutorial - Installer For RunPod
  21. Lecture 22 : Double Your Stable Diffusion Inference Speed with RTX Acceleration TensorRT: A Comprehensive Guide
  22. Lecture 23 : How to Install & Run TensorRT on RunPod, Unix, Linux for 2x Faster Stable Diffusion Inference Speed
  23. Lecture 24 : SOTA Image PreProcessing Scripts For Stable Diffusion Training - Auto Subject Crop & Face Focus
  24. Lecture 25 : Fooocus Stable Diffusion Web UI - Use SDXL Like You Are Using Midjourney - Easy To Use High Quality
  25. Lecture 26 : How To Do Stable Diffusion XL (SDXL) DreamBooth Training For Free - Utilizing Kaggle - Easy Tutorial
  26. Lecture 2 : Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch
  27. Lecture 27 : Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch
Lesson 27 of 27
In Progress

Lecture 27 : Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch

icarus December 15, 2023

Welcome to the Pillars of AI Application Libraries: How to Install Tutorial! ๐Ÿค– Are you ready to embark on a journey of installing AI libraries and applications with ease? ๐Ÿ’ป 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. ๐Ÿ“Š 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. ๐Ÿ”“
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. ๐Ÿ’ก So, let’s get started! ๐ŸŽฌ Throughout the tutorial, we’ll provide advanced tips and tricks to help you navigate the installation process with ease. ๐Ÿ’ช So, what are you waiting for? ๐Ÿค” Let’s dive in and start the installation process together! ๐ŸŽ‰

Tutorial GitHub Readme File โคต๏ธ

Stable Diffusion GitHub repository โคต๏ธ

SECourses Discord To Get Full Support โคต๏ธ

#Python #StableDiffusion #AI #Torch #PyTorch #VENV

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