Return to course: Stable Diffusion – Level 1 Stable Diffusion Art

Stable Diffusion - Level 1

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

Quiz – Fixing common issues

Why does Stable Diffusion duplicate heads? *

The prompt is not correct.

No negative prompt is used.

The image size is too much larger than the native resolution of the model.

CFG scale is too low.

How to force a full body image? *

Add "full body" to the negative prompt.

Add "full body" to the prompt.

Use a landscape size aspect ratio.

Use a portrait size aspect ratio.

How to fix garbled faces? *

Increase sampling steps.

Use face restoration.

Use HiRes fix.

Use inpainting.