FurkanGozukara/Stable-Diffusion

Expert-Level Tutorials on Generative AI

Hello everyone. I am Dr. Furkan Gözükara. I am a PhD Computer Engineer working as an asistant professor + full time Generative AI researcher + developer + tutorials maker

SECourses is a dedicated YouTube channel for the following topics : Tech, AI, News, Science, Robotics, Singularity, ComfyUI, SwarmUI, ML, Artificial Intelligence, Humanoid Robots, Wan 2.2, FLUX, Krea, Qwen Image, VLMs, Stable Diffusion, SDXL, SeedVR2, TOPAZ, SUPIR, ChatGPT, Gemini, LLMs, Claude, Coding, Agents, Agentic, Animation, Deep Fakes, Fooocus, ControlNet, RunPod, Massed Compute, Windows, Hardware, Inpainting, Cloud, Kaggle, Colab, Automatic1111, SD Web UI, TensorRT, DreamBooth, LoRA, Training, Fine Tuning, Kohya, OneTrainer, Upscale, 3D, Musubi Tuner, Tutorials, Qwen Image Edit, Image Upscaling, Video Upscaling, TTS, Voice Training, Text-to-Speech, Text-to-Music, Image2Image, Text2Video, Video2Video, Style Transfer, Style Training, FLUX Kontext, Face Swap, Lip Sync, Text-to-3D, Avatar Generation, 3D Generation, AGI, Prompt Engineering, Engineering, Gradio, CUDA, GGUF, Quantization, GPT-5, Whisper and more

Our Platform Links

1️⃣ SECourses YouTube (48,000+ subscribers) a must follow one ⤵️

1️⃣ https://www.youtube.com/@SECourses

2️⃣ SECourses Patreon (25,000+ subscribers) a must follow one ⤵️

2️⃣ https://www.patreon.com/c/SECourses

3️⃣ SECourses Discord (10,000+ members) a must join one ⤵️

3️⃣ https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

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

Twitter : https://twitter.com/GozukaraFurkan

Linktr : https://linktr.ee/FurkanGozukara

Google Scholar : https://scholar.google.com/citations?user=_2_KAUsAAAAJ&hl=en

Mastodon : https://mastodon.social/@furkangozukara

Our 2,500+ Stars GitHub Stable Diffusion and other tutorials repo ⤵️

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

Regarding This Repository

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. How To Install Python, Setup Virtual Environment VENV, Set Default Python System Path & Install Git
| 2. Easiest Way to Install & Run Stable Diffusion Web UI on PC by Using Open Source Automatic Installer
| | 3. How to use Stable Diffusion V2.1 and Different Models in the Web UI - SD 1.5 vs 2.1 vs Anything V3
| 4. Zero To Hero Stable Diffusion DreamBooth Tutorial By Using Automatic1111 Web UI - Ultra Detailed
|

--- | | | | :---: | :---: | | 5. DreamBooth Got Buffed - 22 January Update - Much Better Success Train Stable Diffusion Models Web UI
| 6. How to Inject Your Trained Subject e.g. Your Face Into Any Custom Stable Diffusion Model By Web UI
| | 7. How To Do Stable Diffusion LORA Training By Using Web UI On Different Models - Tested SD 1.5, SD 2.1
| 8. 8 GB LoRA Training - Fix CUDA & xformers For DreamBooth and Textual Inversion in Automatic1111 SD UI
|

--- | | | | :---: | :---: | | 9. How To Do Stable Diffusion Textual Inversion (TI) / Text Embeddings By Automatic1111 Web UI Tutorial
| 10. How To Generate Stunning Epic Text By Stable Diffusion AI - No Photoshop - For Free - Depth-To-Image
| | 11. How to Run and Convert Stable Diffusion Diffusers (.bin Weights) & Dreambooth Models to CKPT File
| 12. Forget Photoshop - How To Transform Images With Text Prompts using InstructPix2Pix Model in NMKD GUI
|

--- | | | | :---: | :---: | | 13. Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better than Lensa for Free
| 14. Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors
| | 15. Become A Stable Diffusion Prompt Master By Using DAAM - Attention Heatmap For Each Used Token - Word
| 16. Transform Your Sketches into Masterpieces with Stable Diffusion ControlNet AI - How To Use Tutorial
|

--- | | | | :---: | :---: | | 17. Sketches into Epic Art with 1 Click: A Guide to Stable Diffusion ControlNet in Automatic1111 Web UI
| 18. Ultimate RunPod Tutorial For Stable Diffusion - Automatic1111 - Data Transfers, Extensions, CivitAI
| | 19. How To Install DreamBooth & Automatic1111 On RunPod & Latest Libraries - 2x Speed Up - cudDNN - CUDA
](https://youtu.be/c_S2kFAefTQ) | 20. Fantastic New ControlNet OpenPose Editor Extension & Image Mixing - Stable Diffusion Web UI Tutorial
|

--- | | | | :---: | :---: | | 21. Automatic1111 Stable Diffusion DreamBooth Guide: Optimal Classification Images Count Comparison Test
| 22. Epic Web UI DreamBooth Update - New Best Settings - 10 Stable Diffusion Training Compared on RunPods
| | 23. New Style Transfer Extension, ControlNet of Automatic1111 Stable Diffusion T2I-Adapter Color Control
| 24. Generate Text Arts & Fantastic Logos By Using ControlNet Stable Diffusion Web UI For Free Tutorial
|

--- | | | | :---: | :---: | | 25. How To Install New DREAMBOOTH & Torch 2 On Automatic1111 Web UI PC For Epic Performance Gains Guide
| 26. Training Midjourney Level Style And Yourself Into The SD 1.5 Model via DreamBooth Stable Diffusion
| | 27. Video To Anime - Generate An EPIC Animation From Your Phone Recording By Using Stable Diffusion AI
| 28. Midjourney Level NEW Open Source Kandinsky 2.1 Beats Stable Diffusion - Installation And Usage Guide
|

--- | | | | :---: | :---: | | 29. RTX 3090 vs RTX 3060 Ultimate Showdown for Stable Diffusion, ML, AI & Video Rendering Performance
| 30. Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffusion Training - Full Tutorial
| | 31. DeepFloyd IF By Stability AI - Is It Stable Diffusion XL or Version 3? We Review and Show How To Use
| 32. How To Find Best Stable Diffusion Generated Images By Using DeepFace AI - DreamBooth / LoRA Training
|

--- | | | | :---: | :---: | | 33. Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab - roop
| 34. Stable Diffusion Now Has The Photoshop Generative Fill Feature With ControlNet Extension - Tutorial
| | 35. Human Cropping Script & 4K+ Resolution Class / Reg Images For Stable Diffusion DreamBooth / LoRA
| 36. Stable Diffusion 2 NEW Image Post Processing Scripts And Best Class / Regularization Images Datasets
|

--- | | | | :---: | :---: | | 37. How To Use Roop DeepFake On RunPod Step By Step Tutorial With Custom Made Auto Installer Script
| 38. Zero to Hero ControlNet Tutorial: Stable Diffusion Web UI Extension - Complete Feature Guide
| | 39. The END of Photography - Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training
| 40. How To Use Stable Diffusion XL (SDXL 0.9) On Google Colab For Free
|

--- | | | | :---: | :---: | | 41. Stable Diffusion XL (SDXL) Locally On Your PC - 8GB VRAM - Easy Tutorial With Automatic Installer
| 42. How To Use SDXL On RunPod Tutorial. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio
| | 43. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod
| 44. First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Training Will Replace Older Models
|

--- | | | | :---: | :---: | | 45. How To Use SDXL in Automatic1111 Web UI - SD Web UI vs ComfyUI - Easy Local Install Tutorial / Guide
| 46. How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial
| | 47. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs
| 48. How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI
|

--- | | | | :---: | :---: | | 49. How to Do SDXL Training For FREE with Kohya LoRA - Kaggle - NO GPU Required - Pwns Google Colab
| 50. How Use Stable Diffusion, SDXL, ControlNet, LoRAs For FREE Without A GPU On Kaggle Like Google Colab
| | 51. Turn Videos Into Animation With Just 1 Click - ReRender A Video Tutorial - Installer For Windows
| 52. Turn Videos Into Animation / 3D Just 1 Click - ReRender A Video Tutorial - Installer For RunPod
|

--- | | | | :---: | :---: | | 53. Double Your Stable Diffusion Inference Speed with RTX Acceleration TensorRT: A Comprehensive Guide
| 54. How to Install & Run TensorRT on RunPod, Unix, Linux for 2x Faster Stable Diffusion Inference Speed
| | 55. SOTA Image PreProcessing Scripts For Stable Diffusion Training - Auto Subject Crop & Face Focus
| 56. Fooocus Stable Diffusion Web UI - Use SDXL Like You Are Using Midjourney - Easy To Use High Quality
|

--- | | | | :---: | :---: | | 57. How To Do Stable Diffusion XL (SDXL) DreamBooth Training For Free - Utilizing Kaggle - Easy Tutorial
| 58. PIXART-α : First Open Source Rival to Midjourney - Better Than Stable Diffusion SDXL - Full Tutorial
| | 59. Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch
| 60. MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model - Full Tutorial
|

--- | | | | :---: | :---: | | 61. Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle
| **