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Stable Diffusion Art
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This course series covers using Stable Diffusion with AUTOMATIC1111.
Course Curriculum
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Introduction - Image-to-image
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
CLIP Skip
Merging two models
Model file formats
Other model types
Quiz - Checkpoint model 2
Prompt building 2
Introduction - Prompt building 2
Keyword weight
Keyword blending
Consistent face
Token limit
Studying keywords
Be specific
Association effect
Effect of checkpoint models
Quizzes - Prompt building 2
AUTOMATIC1111 extensions
Introduction - AUTOMATIC1111 extensions
Installing extensions
Civitai Helper extension
Infinite Browser extension
Aspect Ratio Helper
Negative Prompts
Introduction - Negative prompt
What is negative prompt?
How does negative prompt work?
How to write a good negative prompt?
Boilerplate negative prompts
Quiz - Negative prompt
LoRA
Introduction - LoRA models
What is LoRA?
How does LoRA work?
How to find and use LoRA?
Some useful LoRA models
Exercise - LoRA
Quiz - LoRA
Generating Realistic People
Introduction - realistic people
Prompt for realistic people
Models for realistic people
LoRA for realistic people
Exercise - generate realistic people
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
Negative embeddings
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
Conditioning
Text-to-image review
Noise schedule
Image-to-image
Depth-to-image
CFG Scale
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