Return to course: Stable Diffusion – Level 3 Stable Diffusion Art

Stable Diffusion - Level 3

VAE

Introduction - VAE

Do you need to use VAE?

Negative prompt

Introduction - Negative prompt

What is negative prompt?

How does negative prompt work?

How to write a good negative prompt?

Boilerplate negative prompts

Negative embeddings

Quiz - Negative prompt

ControlNet 2

Introduction - ControlNet 2

ControlNet Settings explained

Copying a face with ControlNet

ControlNet Inpainting

ControlNet Depth

Multiple ControlNets

ControlNet Reference

ControlNet Line art

ControlNet MLSD

ControlNet Normal Map

ControlNet Scribble

ControlNet Segmentation

Quiz - ControlNet 2

ControlNet Upscale

Introduction - ControlNet Upscale

Install Ultimate SD Upscale extension

ControlNet tile upscale workflow

ControlNet inpainting

Introduction - ControlNet inpainting

Tile Resample inpainting

Canny inpainting

ControlNet inpainting model

End-to-end workflow: ControlNet

Introduction - E2E workflow ControlNet

Generate txt2img with ControlNet

Inpaint to fix face and blemishes

Upscale with ControlNet Upscale

Generate realistic people

Introduction - realistic people

Prompt for realistic people

Model for realistic people

Exercise - generate realistic people

LoRA for realistic people

Stable Diffusion V2

Introduction - Stable Diffusion v2

Stable Diffusion v2 model

Using Stable Diffusion v2 model

Automatically fix faces

Introduction - Adetailer

Installing Adetailer

Basic usage of Adetailer

Advanced usage of Adetailer

Train Checkpoint Model

Introduction - train checkpoint model

What is Dreambooth?

Step-by-step guide to train a checkpoint model

Exercise - Dreambooth

Deforum video

Introduction - Deforum video

Installing the Deforum extension

Generate a test Deforum video

Deforum settings explained

Step-by-step guide - Deforum

Exercise - Deforum

SDXL Turbo

What is SDXL Turbo Model

Running SDXL Turbo Model

Custom SDXL Turbo Models

Quiz – ControlNet 2

Which of the following ControlNet can be used to copy a face? *

OpenPose

Line art

Scribble

IP-adapter plus face

What is the difference between MLSD and line art? *

Line art creates more artistic images.

MLSD only extracts straight lines.

Line art only extract curves.

MLSD produces clearer images.

Which of the following ControlNet is similar to Depth? *

Normal Map

Line art

MLSD

Inpainting

What is the advantage of using ControlNet inpainting? *

More artistic generation

Higher global consistency at high denoising strength

Faster generatoin

Works for different styles of images.