Stable Diffusion - Level 1 - Stable Diffusion Art

This course series covers using Stable Diffusion with AUTOMATIC1111.

Course Curriculum

Start Next Lesson Introduction - Generate your first image

Generate your first image

Introduction - Generate your first image

What is Stable Diffusion?

Setting up AUTOMATIC1111

Generate your first image

Using a Checkpoint model to change image style

How to building a good prompt

A list of good keywords

Prompt examples

Recap - Generate your first image

Text-to-image settings

Introduction - text-to-image settings

Negative prompt

Batch size and batch count

Sampling method

Recap - text-to-image settings

Quiz - text-to-image settings

Prompt building

Introduction - Prompt Building

Additional details

Prompt building process

Exercise - Prompt Building

Checkpoint models

What are checkpoint models?

How are models made?

Installing a checkpoint model

Popular checkpoint models

Stable Diffusion v2 models

Quiz - checkpoint models

Basic Inpainting - Fix small blemishes

Introduction - Basic inpainting

A simple inpainting workflow

Inpainting settings explained

Inpainting models

Quiz - Basic inpainting

SDXL models

Introduction - SDXL model

What is the SDXL model?

Installing the SDXL model

Using the SDXL models

Improvements in SDXL models

Tips on using the SDXL models

Quiz - SDXL models

Fixing common issues

Introduction - Fixing common issues

Duplicate images

Not showing full body

Messed-up fingers

Quiz - Fixing common issues

How Stable Diffusion work 1

Introduction - How Stable Diffusion work 1

Diffusion models

How training is done

Reverse diffusion

The Stable Diffusion model

Text-to-image step-by-step

Quiz - How Stable Diffusion work 1

End-to-end workflow 1

Introduction - End-to-end workflow 1

Step 1: Refine the prompt

Step 2: Enlarge the image with Hi Res Fix

Exercise - End-to-end workflow 1