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ControlNet Tutorial - Stable Diffusion Web UI Extension - Complete Feature Guide

Software Engineering Courses - SE Courses via YouTube

Overview

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Dive into a comprehensive tutorial on ControlNet, a powerful extension for Stable Diffusion Web UI. Learn to install Automatic1111 Web UI and the ControlNet extension from scratch. Master advanced techniques like creating QR codes, inpainting, and outpainting, similar to Photoshop's generative fill and Midjourney's zoom out feature. Explore ControlNet's various features including Canny, Depth, Normal, OpenPose, MLSD, Lineart, SoftEdge, Scribble, Seg, Shuffle, Tile, Inpaint, IP2P, Reference, and T2IA. Gain insights on optimizing performance, using custom models, and leveraging multi-ControlNet capabilities. Discover how to create stunning artworks, logos, and stylized images without training. Perfect for both beginners and advanced users looking to enhance their Stable Diffusion skills.

Syllabus

Introduction to most advanced zero to hero ControlNet tutorial
How to install Stable Diffusion Automatic1111 Web UI from scratch
How to see extensions of files like .bat
Where to find command line arguments of Automatic1111 and what are they
How to run Stable Diffusion and ControlNet on a weak GPU
Where to put downloaded Stable Diffusion model files
How to give different folder path as the model path - you can store models on another drive
How to start using Stable Diffusion via Automatic1111 Web UI
Command line interface freezing behaviour
How to improve image generation of Stable Diffusion with better VAE file
Default VAE vs best VAE comparison
How to set quick shortcuts for VAE and Clip Skip for Automatic1111 Web UI
How to upgrade xFormers to the latest version in Automatic1111
What is xFormers and other optimizers
How to install ControlNet extension of Automatic1111 Web UI
How to download ControlNet models
How to use custom Stable Diffusion models with Automatic1111 Web UI
How to update ControlNet extension to the latest version
Set this true, allow other scripts to control ControlNet extension
How to make amazing QR code images with ControlNet
Best settings for QR code image generation
What is Depth ControlNet option and how to use it
Depth_leres++ of ControlNet
Depth_zoe of ControlNet
Official information of Depth maps
ControlNet Normal map
Normal Midas map
Official information of Normal maps
ControlNet Canny model
Official information of Canny
ControlNet MLSD straight lines model
Official information of MLSD straight lines
ControlNet Scribble model
How to use your own scribble images and turn them into amazing artworks
When to select none in pre-processor section
My prompt is more important
ControlNet is more important
Official information of Scribble
ControlNet Softedge model
Official information of SoftEdge
ControlNet Segmentation Seg model
How to modify your prompt to properly utilize segmentation
Association of prompt with segments the ControlNet finds
How to turn your wall into a painting with ControlNet
Why I selected none preprocessor
Official information of segmentation Seg
Open pose module of ControlNet
How to install and use OpenPose editor
Official information of OpenPose
ControlNet Lineart model
Preprocessor preview bug
Real lineart into amazing art example
How to generate amazing logo images by using Lineart of ControlNet
Difference between just resize, crop and resize, and resize and fill
ControlNet Shuffle model
Official information of Shuffle
What is multi-ControlNet and how to use it
Instruct pix2pix of ControlNet
Inpainting feature of ControlNet
ControlNet inpainting vs Automatic1111 inpainting
How to get true power of inpainting of ControlNet hint: with tiling
How to upscale and add details to the images with inpainting + tiling
The tile color fix + sharp to obtain even better results
Tile color fix + sharp vs old tile resample result comparison
How to use generative fill feature of Photoshop in ControlNet to remove objects
How to outpaint zoom out feature of midjourney 5.2 image with ControlNet
The logic of outpainting
How to continue outpainting easily
Tiling of ControlNet - ultimate game changer for upscaling
How to turn your image into a fully stylized image with tiling without training
Reference only feature of ControlNet
Official information of Reference mode
Style Transfer T2IA of ControlNet
How to install and use ControlNet on RunPod

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