Unleash your Creativity with Stable Diffusion AI

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

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Last Updated: 2024-09-14 10:09:07 English Course Type: Self Learning

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

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

Basic computer vision knowledge. Concepts like images, pixels, channels, kernels, and filters. This will help understand how Stable Diffusion works.
Curiosity and interest in generative AI and text-to-image models. A desire to learn how to use these powerful new tools to create novel images.

Artists and creative professionals interested in learning how to use AI image generation tools in their work. Stable diffusion can help generate novel concepts, variations, and ideas.
Developers and machine learning engineers wanting to learn how to build and customize stable diffusion models. The course would cover the underlying architecture and techniques.
Researchers studying generative models, text-to-image synthesis, and diffusion models. The course content could provide insights and inspiration for new research directions.
Students in computer science, machine learning, or artificial intelligence programs. A stable diffusion course could help teach important concepts like generative modelling, latent spaces, and diffusion processes through a practical application.
Anyone curious about the capabilities of modern generative AI and wanting to learn how to harness this technology in an ethical and responsible manner. The course would likely cover best practices, limitations, and societal considerations.

Section 1 : Section 1 14 Lectures 02:00:32
Lecture 1 :
00 Stable Diffusion Course Promo Preview
Lecture 2 :
01 Course+Introduction+of+Learn+Stable+Diffusion+using+Automatic1111+web+interfa
Lecture 3 :
02 Introduction to Stable Diffusion
Lecture 4 :
03 Setup of Stable Diffusion with Automatic1111 web interface on AWS
Lecture 5 :
04 Setup of Stable Diffusion with Automatic1111 web interface on GCP
Lecture 6 :
05 Setup of Stable Diffusion with Automatic1111 web interface on Azure
Lecture 7 :
06-01- Introduction to Automatic1111 features Part 1
Lecture 8 :
06-02- Introduction to Automatic1111 features Part 2
Lecture 9 :
06-03- Introduction to Automatic1111 features Part 3
Lecture 10 :
07 Enabling Stable Diffusion API and How to run it A Step-by-Step Guide
Lecture 11 :
08 Introduction to ControlNet A Step-by-Step Guide
Lecture 12 :
09 Introduction to Dreambooth A Step-by-Step Guide
Lecture 13 :
10 Intro to Automatic1111 & Stable Diffusion functionality using Extensions
Lecture 14 :
11 Introduction to Stable Diffusion Models in Automatic1111

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Are these video based online self-learning courses?
Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
How do i contact the instructor for any doubts or questions?
Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
Do i need a pc to access the course or can i do it on mobile & tablet as well?
Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
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