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What you'll 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
Course Overview
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
Pre-requisites
- 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.
Target Audience
- 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.
Curriculum 14 Lectures 02:00:32
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Section 1 : Section 1
- 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
Our learners work at
Frequently Asked Questions
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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. -
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