Return to course: Stable Diffusion – Level 2 Stable Diffusion Art

Stable Diffusion - Level 2

Image-to-image

Introduction - Image-to-image

What is image-to-image?

How does image-to-image work?

Image-to-image step-by-step

Exercise - Image-to-image

Quiz - Image-to-image

Checkpoint model 2

Extension for installing models

Merging two models

Model file formats

Other model types

Quiz - Checkpoint model 2

Prompt building 2

Introduction - Prompt building 2

Keyword blending

Consistent face

Studying keywords

Association effect

Effect of checkpoint models

Quizzes - Prompt building 2

AUTOMATIC1111 extensions

Introudction - AUTOMATIC1111 extensions

Installing extensions

Civitai Helper extension

Infinite Browser extension

LoRA

Introduction - LoRA models

How does LoRA work?

How to find and use LoRA?

Some useful LoRA models

Exercise - LoRA

Textual Inversion

Introduction - Textual Inversion

What is textual inversion?

How to install textual inversion

How to use textual inversion

Some useful textual inversions

Exercises - Textual Inversion

Textual inversions are keywords

Quiz - Textual inversion

Hypernetwork

Introduction - Hypernetwork

What is Hypernetwork?

How to find and install hypernetworks?

How to use hypernetworks?

Some hypernetwork examples

Quiz - Hypernetwork

AI Upscalers

Introduction - Upscalers

What is an AI upscaler?

How does an AI upscaler work?

Use an AI upscaler

AI upscalers overview

Install additional upscalers

Quiz - AI upscalers

How Stable Diffusion work 2

Introduction - How Stable Diffusion work 2

Text-to-image review

Stable Diffusion v2

Stable Diffusion XL

Quiz - How Stable Diffusion work 2

ControlNet 1

Introduction - ControlNet 1

What is ControlNet?

Installing ControlNet extension

Updating ControlNet extension

A simple usage example

Preprocessors and models

ControlNet Openpose

ControlNet Canny

ControlNet IP adapter

Quiz - ControlNet 1

An End-to-end workflow 2

Introduction to End-to-end workflow 2

Step 1: Build a base prompt

Step 2: Select a model

Step 3: Refine the prompt

Step 4: Fix defects with inpainting

Step 5: Enlarge image with AI upscaler

Exercise - End-to-end workflow 2

Quiz – Image-to-image

What inputs are needed for image-to-image? *

text prompt

input image

text prompt and input image

none

What do you need to set to change the image LESS in image-to-image? *

Enter a longer text prompt.

Increase the denoising strength.

Decrease the denoising strength.

Decrease the image size.

How is the initial latent image created in image-to-image? *

It is generated randomly.

It is created by the reverse diffusion process.

It is created by encoding the input image by the VAE.

It is created by encoding the input image by the VAE and adding noise.