Expert-Level Tutorials on Stable Diffusion & SDXL: Master Advanced Techniques and Strategies

Greetings everyone. I am Dr. Furkan Gözükara. I am an Assistant Professor in Software Engineering department of a private university (have PhD in Computer Engineering).

My LinkedIn : https://www.linkedin.com/in/furkangozukara

My Twitter : https://twitter.com/GozukaraFurkan

My Linktr : https://linktr.ee/FurkanGozukara

Our channel address (35,000+ subscribers) if you like to subscribe ⤵️

https://www.youtube.com/@SECourses

Our discord (7,300+ members) to get more help ⤵️

https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

Our 1,800+ Stars GitHub Stable Diffusion and other tutorials repo ⤵️

https://github.com/FurkanGozukara/Stable-Diffusion

I am keeping this list up-to-date. I got upcoming new awesome video ideas. Trying to find time to do that.

I am open to any criticism you have. I am constantly trying to improve the quality of my tutorial guide videos. Please leave comments with both your suggestions and what you would like to see in future videos.

All videos have manually fixed subtitles and properly prepared video chapters. You can watch with these perfect subtitles or look for the chapters you are interested in.

Since my profession is teaching, I usually do not skip any of the important parts. Therefore, you may find my videos a little bit longer.

Playlist link on YouTube: Stable Diffusion Tutorials, Automatic1111 Web UI & Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Video to Anime

Tutorial Videos

1.) Automatic1111 Web UI — PC — Free

How To Install Python, Setup Virtual Environment VENV, Set Default Python System Path & Install Git

2.) Automatic1111 Web UI — PC — Free

Easiest Way to Install & Run Stable Diffusion Web UI on PC by Using Open Source Automatic Installer

3.) Automatic1111 Web UI — PC — Free

How to use Stable Diffusion V2.1 and Different Models in the Web UI — SD 1.5 vs 2.1 vs Anything V3

4.) Automatic1111 Web UI — PC — Free

Zero To Hero Stable Diffusion DreamBooth Tutorial By Using Automatic1111 Web UI — Ultra Detailed

5.) Automatic1111 Web UI — PC — Free

DreamBooth Got Buffed — 22 January Update — Much Better Success Train Stable Diffusion Models Web UI

6.) Automatic1111 Web UI — PC — Free

How to Inject Your Trained Subject e.g. Your Face Into Any Custom Stable Diffusion Model By Web UI

7.) Automatic1111 Web UI — PC — Free

How To Do Stable Diffusion LORA Training By Using Web UI On Different Models — Tested SD 1.5, SD 2.1

8.) Automatic1111 Web UI — PC — Free

8 GB LoRA Training — Fix CUDA & xformers For DreamBooth and Textual Inversion in Automatic1111 SD UI

9.) Automatic1111 Web UI — PC — Free

How To Do Stable Diffusion Textual Inversion (TI) / Text Embeddings By Automatic1111 Web UI Tutorial

10.) Automatic1111 Web UI — PC — Free

How To Generate Stunning Epic Text By Stable Diffusion AI — No Photoshop — For Free — Depth-To-Image

11.) Python Code — Hugging Face Diffusers Script — PC — Free

How to Run and Convert Stable Diffusion Diffusers (.bin Weights) & Dreambooth Models to CKPT File

12.) NMKD Stable Diffusion GUI — Open Source — PC — Free

Forget Photoshop — How To Transform Images With Text Prompts using InstructPix2Pix Model in NMKD GUI

13.) Google Colab Free — Cloud — No PC Is Required

Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion — Better than Lensa for Free

14.) Google Colab Free — Cloud — No PC Is Required

Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors

15.) Automatic1111 Web UI — PC — Free

Become A Stable Diffusion Prompt Master By Using DAAM — Attention Heatmap For Each Used Token — Word

16.) Python Script — Gradio Based — ControlNet — PC — Free

Transform Your Sketches into Masterpieces with Stable Diffusion ControlNet AI — How To Use Tutorial

17.) Automatic1111 Web UI — PC — Free

Sketches into Epic Art with 1 Click: A Guide to Stable Diffusion ControlNet in Automatic1111 Web UI

18.) RunPod — Automatic1111 Web UI — Cloud — Paid — No PC Is Required

Ultimate RunPod Tutorial For Stable Diffusion — Automatic1111 — Data Transfers, Extensions, CivitAI

19.) RunPod — Automatic1111 Web UI — Cloud — Paid — No PC Is Required

How To Install DreamBooth & Automatic1111 On RunPod & Latest Libraries — 2x Speed Up — cudDNN — CUDA

20.) Automatic1111 Web UI — PC — Free

Fantastic New ControlNet OpenPose Editor Extension & Image Mixing — Stable Diffusion Web UI Tutorial

21.) Automatic1111 Web UI — PC — Free

Automatic1111 Stable Diffusion DreamBooth Guide: Optimal Classification Images Count Comparison Test

22.) Automatic1111 Web UI — PC — Free

Epic Web UI DreamBooth Update — New Best Settings — 10 Stable Diffusion Training Compared on RunPods

23.) Automatic1111 Web UI — PC — Free

New Style Transfer Extension, ControlNet of Automatic1111 Stable Diffusion T2I-Adapter Color Control

24.) Automatic1111 Web UI — PC — Free

Generate Text Arts & Fantastic Logos By Using ControlNet Stable Diffusion Web UI For Free Tutorial

25.) Automatic1111 Web UI — PC — Free

How To Install New DREAMBOOTH & Torch 2 On Automatic1111 Web UI PC For Epic Performance Gains Guide

26.) Automatic1111 Web UI — PC — Free

Training Midjourney Level Style And Yourself Into The SD 1.5 Model via DreamBooth Stable Diffusion

27.) Automatic1111 Web UI — PC — Free

Video To Anime — Generate An EPIC Animation From Your Phone Recording By Using Stable Diffusion AI

28.) Python Script — Jupyter Based — PC — Free

Midjourney Level NEW Open Source Kandinsky 2.1 Beats Stable Diffusion — Installation And Usage Guide

29.) Automatic1111 Web UI — PC — Free

RTX 3090 vs RTX 3060 Ultimate Showdown for Stable Diffusion, ML, AI & Video Rendering Performance

30.) Kohya Web UI — Automatic1111 Web UI — PC — Free

Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffusion Training — Full Tutorial

31.) Kaggle NoteBook (Cloud) — Free

DeepFloyd IF By Stability AI — Is It Stable Diffusion XL or Version 3? We Review and Show How To Use

32.) Python Script — Automatic1111 Web UI — PC — Free

How To Find Best Stable Diffusion Generated Images By Using DeepFace AI — DreamBooth / LoRA Training

33.) PC — Google Colab (Cloud) — Free

Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab — roop

34.) Automatic1111 Web UI — PC — Free

Stable Diffusion Now Has The Photoshop Generative Fill Feature With ControlNet Extension — Tutorial

35.) Automatic1111 Web UI — PC — Free

Human Cropping Script & 4K+ Resolution Class / Reg Images For Stable Diffusion DreamBooth / LoRA

36.) Automatic1111 Web UI — PC — Free

Stable Diffusion 2 NEW Image Post Processing Scripts And Best Class / Regularization Images Datasets

37.) Automatic1111 Web UI — PC — Free

How To Use Roop DeepFake On RunPod Step By Step Tutorial With Custom Made Auto Installer Script

38.) RunPod — Automatic1111 Web UI — Cloud — Paid — No PC Is Required

How To Install DreamBooth & Automatic1111 On RunPod & Latest Libraries — 2x Speed Up — cudDNN — CUDA

39.) Automatic1111 Web UI — PC — Free + RunPod (Cloud)

Zero to Hero ControlNet Tutorial: Stable Diffusion Web UI Extension | Complete Feature Guide

40.) Automatic1111 Web UI — PC — Free + RunPod (Cloud)

The END of Photography — Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training

41.) Google Colab — Gradio — Free — Cloud

How To Use Stable Diffusion XL (SDXL 0.9) On Google Colab For Free

42.) Local — PC — Free — Gradio

Stable Diffusion XL (SDXL) Locally On Your PC — 8GB VRAM — Easy Tutorial With Automatic Installer

43.) Cloud — RunPod

How To Use SDXL On RunPod Tutorial. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio

44.) Local — PC — Free — Google Colab (Cloud) — RunPod (Cloud) — Custom Web UI

ComfyUI Master Tutorial — Stable Diffusion XL (SDXL) — Install On PC, Google Colab (Free) & RunPod

45.) Local — PC — Free — RunPod (Cloud)

First Ever SDXL Training With Kohya LoRA — Stable Diffusion XL Training Will Replace Older Models

46.) Local — PC — Free

How To Use SDXL in Automatic1111 Web UI — SD Web UI vs ComfyUI — Easy Local Install Tutorial / Guide

47.) Cloud — RunPod — Paid

How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod — Easy Tutorial

48.) Local — PC — Free

Become A Master Of SDXL Training With Kohya SS LoRAs — Combine Power Of Automatic1111 & SDXL LoRAs

49.) Cloud — RunPod — Paid

How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI

50.) Cloud — Kaggle — Free

How to Do SDXL Training For FREE with Kohya LoRA — Kaggle — NO GPU Required — Pwns Google Colab

51.) Cloud — Kaggle — Free

How Use Stable Diffusion, SDXL, ControlNet, LoRAs For FREE Without A GPU On Kaggle Like Google Colab

52.) Windows — Free

Turn Videos Into Animation With Just 1 Click — ReRender A Video Tutorial — Installer For Windows

53.) RunPod — Cloud — Paid

Turn Videos Into Animation / 3D Just 1 Click — ReRender A Video Tutorial — Installer For RunPod

54.) Local — PC — Free

Double Your Stable Diffusion Inference Speed with RTX Acceleration TensorRT: A Comprehensive Guide

55.) RunPod — Cloud — Paid

How to Install & Run TensorRT on RunPod, Unix, Linux for 2x Faster Stable Diffusion Inference Speed

56.) Local — PC — Free

SOTA Image PreProcessing Scripts For Stable Diffusion Training — Auto Subject Crop & Face Focus

57.) Local — PC — Free

Fooocus Stable Diffusion Web UI — Use SDXL Like You Are Using Midjourney — Easy To Use High Quality

58.) Cloud — Kaggle (Cloud) — Free

How To Do Stable Diffusion XL (SDXL) DreamBooth Training For Free — Utilizing Kaggle — Easy Tutorial

59.) Free — Local — RunPod (Cloud)

PIXART-α : First Open Source Rival to Midjourney — Better Than Stable Diffusion SDXL — Full Tutorial

60.) Free — Local — PC

Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch

61.) Free — Local — PC & RunPod (Cloud)

MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model — Full Tutorial

62.) Free — Local — PC — RunPod (Cloud) — Kaggle (Cloud)

Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle

63.) Free — Local — PC — RunPod (Cloud) — Kaggle (Cloud)

Detailed Comparison of 160+ Best Stable Diffusion 1.5 Custom Models & 1 Click Script to Download All

64.) Free — Local — PC — RunPod (Cloud)

SUPIR: New SOTA Open Source Image Upscaler & Enhancer Model Better Than Magnific & Topaz AI Tutorial

65.) Free — Local — PC — Massed Compute (Cloud)

Full Stable Diffusion SD & XL Fine Tuning Tutorial With OneTrainer On Windows & Cloud — Zero To Hero

66.) Free — Local — PC — Cloud — Extension

Improve Stable Diffusion Prompt Following & Image Quality Significantly With Incantations Extension

67.) Free — Local — PC

Complete Guide to SUPIR Enhancing and Upscaling Images Like in Sci-Fi Movies on Your PC

68.) Free — Local — PC

IDM-VTON: The Most Amazing Virtual Clothing Try On Application — Open Source — 1 Click Install & Use

69.) Free & Paid — Cloud — RunPod — Massed Compute — Kaggle

IDM-VTON: The Most Amazing Virtual Clothing Try On Application — RunPod — Massed Compute — Kaggle

70.) Free — Local — PC

Stable Cascade Full Tutorial for Windows — Predecessor of SD3–1-Click Install Amazing Gradio APP

71.) Free & Paid — Cloud — RunPod — Massed Compute — Kaggle

Stable Cascade Full Tutorial for Cloud — Predecessor of SD3 — Massed Compute, RunPod & Kaggle

72.) Free All Platforms

How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates

72.) Free All Platforms

How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates

73.) Free All Platforms

Testing Stable Diffusion Inference Performance with Latest NVIDIA Driver including TensorRT ONNX

74.) Free — Local — PC

Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Fav Movie Star! Better than Roop & Face Fusion

75.) Massed Compute (Cloud)

Best Deepfake Open Source App ROPE — So Easy To Use Full HD Feceswap DeepFace, No GPU Required Cloud