Free & comprehensive course to learn Stable Diffusion covering Automatic1111 UI, API, ControlNet & lot more

What you will learn

Understand the basic concepts behind Stable Diffusion, including diffusion models, latent vector spaces, and text-to-image generation.

Learn how to set up and run Stable Diffusion in AWS, GCP & Azure cloud

Gain experience generating images and editing existing images using Stable Diffusion and Automatic1111 user interface.

How to use Stable Diffusion programmatically via API(Application Programming Interface)

Overview of ControlNet & Dreambooth with Hands on Examples

How to extend Stable Diffusion Functionality Using Automatic1111 Plugins

How to use custom models for image generation

Description


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  • This course will teach you how to use the powerful Stable Diffusion AI image generator to unleash your creativity and supercharge your productivity as an artist, designer, creative professional & app developer.
  • You’ll learn how to generate stunning digital art from simple text prompts and customize the model to align with your creative vision. The course covers the techniques behind text-to-image synthesis like diffusion models, latent spaces, and attention mechanisms.
  • Deployment & setup of Stable Diffusion on AWS, GCP & Azure Cloud platforms.
  • Through hands-on exercises, you’ll gain practical skills for harnessing Stable Diffusion to generate concept art, illustrations, variations, and novel ideas that can transform your work.
  • The course also covers best practices for prompt engineering to exploit the different features of Stable Diffusion.
  • The course also covers topics like API(Application Programming Interface) for App developers to create custom apps using Stable Diffusion.
  • How to further customize your generated images by using ControlNet, Dreambooth & Custom models.
  • Learn how to extend Stable Diffusion & Automatic1111 Functionality using plugins.
  • By the end of the course, you will be able to use Stable Diffusion as a creative tool that amplifies your imagination and helps you produce more compelling images, graphics, and visual content for your projects.
English
language

Content

Course Agenda

Introduction
02 Introduction to Generative AI & Stable Diffusion
03 Setup of Stable Diffusion with Automatic1111 web interface on AWS
04 Setup of Stable Diffusion with Automatic1111 web interface on GCP
05 Setup of Stable Diffusion with Automatic1111 web interface on Azure
06-01- Introduction to Automatic1111 features Part 1
06-02- Introduction to Automatic1111 features Part 2
06-03- Introduction to Automatic1111 features Part 3
07 Enabling Stable Diffusion API and How to run it A Step-by-Step Guide
08 Introduction to ControlNet A Step-by-Step Guide
09 Introduction to Dreambooth A Step-by-Step Guide
10 Intro to Automatic1111 & Stable Diffusion functionality using Extensions
11 Introduction to Stable Diffusion models in Automatic1111
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