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Courses chevron_right Deep Learning chevron_right Premium

Deep Learning Course

AI Art for Beginners - Stable Diffusion Crash Course

Beginner Friendly Project Based Hands-On

Automatic1111 FFmpeg Discord

Level: Beginner

Instructor: Chris

$79.99 $99.99 20% Off - Limited Offer

Course thumbnail for AI Art for Beginners - Stable Diffusion Crash Course

What's Included:

28 Video Lectures

292 Lines of Code

Watch Duration: 5.3 Hours

13 Inline Math Snippets

67 Pages of Lecture Notes

88 Inline Code Snippets

Reading Time: 4 Hours

97 Custom Visual Graphics

272 Quiz Questions

Updated and Maintained

AI Art with Stable Diffusion.

In this course, we get hands on experience with artificial intelligence by generating art using Stable Diffusion.

What you'll learn ...

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Gain an understanding of AI, its abilities, and its inevitable impact on our society

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Learn about and how to use the open source Automatic1111 UI

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Learn about and how to use the open source Stable Diffusion model

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See how AI art is more than just pretty images and how AI art empowers solo artists

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Gain an understanding of how AI art uses data and how we can source data from the internet as solo artists

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Understand how to talk to models using prompts - the art of asking

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Learn about the new emerging field of prompt engineering and how to speak to models

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Understand how to use prompt engineering tools inside the Automatic1111 Stable Diffusion Web UI

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Learn techniques to improve outputs by balancing between being general and specific in our prompts

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Learn the art of the seed - What seeds are and how they can be used to control outputs

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Learn how diffusion models like Stable Diffusion work in steps called sampling steps

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Gain an understanding of sampling methods and why they are included in the image generation process

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Learn how Stable Diffusion predicts noise and how the CFG scale guides the model's prediction

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Gain exposure to media tools like FFmpeg and Davinci Resolve

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Learn how to create the Women of the World AI art project from start to finish

AI Art for Beginners Syllabus.

Learn how to create your own compelling AI art with Stable Diffusion.

AI Art for Beginners - Stable Diffusion Crash Course

$79.99 $99.99 20% Off - Limited Offer

Enrolled

What's Included:

AI Art with Stable Diffusion.

What you'll learn ...

AI Art for Beginners Syllabus.

Part 1 - INTRODUCTION TO STABLE DIFFUSION

Section 1 - Course Introduction & Software Setup

Lesson #1

AI Art for Beginners - Stable Diffusion Crash Course Syllabus Overview

Lesson #2

Automatic1111 & Stable Diffusion - AI Art Course Install & Setup

Lesson #3

Automatic1111 & Stable Diffusion - Google Colab & Google Drive Setup

Section 2 - Introducing AI Art & Diffusion Models

Lesson #4

AI Art Taking World By Storm - Diffusion Models Overview

Lesson #5

Does AI Art Have Meaning - Women of the World Project Overview

Section 3 - Prompt Engineering with Stable Diffusion

Lesson #6

Art of the Prompt - Prompting Stable Diffusion

Lesson #7

Prompt Engineering - Learning How to Talk to Models

Lesson #8

Stable Diffusion Prompting Tools - Using Prompt S/R in Automatic1111

Lesson #9

Stable Diffusion Prompt Engineering - Specifying Detail

Section 4 - Stable Diffusion Image Generation Parameters

Lesson #10

Seeds & The Image Generation Process - Stable Diffusion Parameters

Lesson #11

Sampling Steps & Noise - Stable Diffusion's Base Material

Lesson #12

Sampling Methods & Stable Diffusion - Do They Matter?

Lesson #13

CFG Scale & Noise Predictions - Stable Diffusion & Guidance

Lesson #14

Stable Diffusion Image Resolutions - Height & Width

Lesson #15

Image to Image with Stable Diffusion - Img2Img + Prompt

Lesson #16

Denoising Strength - Tricking Stable Diffusion with Noisy Inputs

Lesson #17

Stable Diffusion Image Generation - Parameter Summary

Part 2 - AI ART PROJECT WITH STABLE DIFFUSION

Section 1 - Masking & Inpainting with Stable Diffusion

Lesson #18

Introduction to Masking - Bitmask

Lesson #19

Introducing Image Masking - 2D Bitmasks Using Pixels

Lesson #20

Image Inpainting & Outpainting With Stable Diffusion

Lesson #21

Stable Diffusion Masking and Inpainting - Mask & Blur

Section 2 - Women of the World - End of Course Project

Lesson #22

AI Art Project Data Processing - Women of the World

Lesson #23

AI Art Project - Generating Prompts & Choosing Image & Mask Configs

Lesson #24

AI Art Project - Image Generation Parameters

Lesson #25

Stable Diffusion Image Outputs to Video Using FFmpeg

Lesson #26

Adding Text Overlays to Stable Diffusion Outputs - FFmpeg

Lesson #27

Using FFmpeg to Create Image Labels as Separate Assets

Lesson #28

AI Art for Beginners - Course Conclusion