Return to course: ComfyUI – Level 2 Stable Diffusion Art

ComfyUI - Level 2

LoRA

What is a LoRA?

How to use LoRA in ComfyUI

Adding 2 or more LoRAs in ComfyUI

Example: Use LoRAs to change the face and add style

Quiz - LoRA in ComfyUI

Textual inversion

What is textual inversion?

Using textual inversion in ComfyUI

Autocomplete for embeddings

Joining two strings in ComfyUI

Quiz - Textual inversion in ComfyUI

Image-to-image

Image-to-image workflow in ComfyUI

Multiple output images in image-to-image

Image variations with image-to-image workflow

Resizing an image before image-to-image

Quiz - Image-to-image in ComfyUI

Basic inpainting

Introduction - Basic inpainting in ComfyUI

Inpainting with a standard model

Inpainting with an inpainting model

Inpainting with an uploaded mask

Quiz - inpainting

Upscaling

Introduction - Upscaling in ComfyUI

Using an AI upscaler in ComfyUI

AI upscaler with a custom upscale factor in ComfyUI

Upscale with High Res Fix in ComfyUI

When to use High Res Fix

ControlNet - Part 1

Using ControlNet in ComfyUI

Copying human pose with ControlNet in ComfyUI

Copying lines and edges with ControlNet in ComfyUI

Copying depth information with ControlNet in ComfyUI

Multiple ControlNet in ComfyUI

Exercise - ControlNet in ComfyUI

Outpainting

Introduction to outpainting

Outpainting with SD 1.5 model

Outpainting with SDXL model

Outpainting with Flux Fill model

AnimateDiiff

Introduction - AnimateDiff (ComfyUI)

Setting up AnimateDiff in ComfyUI

AnimateDiff Prompt Travel

AnimateDiff video-to-video with prompt travel

Useful Tricks

Fast group muter

Aspect ratio preset

Style presets

Using style presets - SDXL

Using style presets - SD 1.5

Using style presets - Flux

Combining conditionings

Combining conditionings - Introduction (ComfyUI)

Prompt Break in ComfyUI (Conditioning Concat)

Conditioning Average and Combine (ComfyUI)

VAE

Quiz – Image-to-image in ComfyUI

Image-to-image is performed in the latent space. *

True

False

Which node converts the image from the pixel to latent space? *

KSampler

VAE encode

VAE decode

Load Image

Sort the following nodes in the correct order. *

Drag and Drop the items into the correct order.

VAE Encode

KSampler

Load image

VAE Decode

Save Image

The number of sampling steps depends on the denoising strength in image-to-image. *

True

False

Which node can be used to create multiple output images in image-to-image? *

Repeat Latent Batch

VAE Decode

Empty Latent Image

KSampler

VAE Enocde