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	62. Detailed Comparison of 160+ Best Stable Diffusion 1.5 Custom Models & 1 Click Script to Download All
63. SUPIR: New SOTA Open Source Image Upscaler & Enhancer Model Better Than Magnific & Topaz AI Tutorial	64. Full Stable Diffusion SD & XL Fine Tuning Tutorial With OneTrainer On Windows & Cloud - Zero To Hero


65. Improve Stable Diffusion Prompt Following & Image Quality Significantly With Incantations Extension	66. Complete Guide to SUPIR Enhancing and Upscaling Images Like in Sci-Fi Movies on Your PC
67. IDM-VTON: The Most Amazing Virtual Clothing Try On Application - Open Source - 1 Click Install & Use	68. IDM-VTON: The Most Amazing Virtual Clothing Try On Application - RunPod - Massed Compute - Kaggle


69. Stable Cascade Full Tutorial for Windows - Predecessor of SD3 - 1-Click Install Amazing Gradio APP	70. Stable Cascade Full Tutorial for Cloud - Predecessor of SD3 - Massed Compute, RunPod & Kaggle
71. How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates	72. Testing Stable Diffusion Inference Performance with Latest NVIDIA Driver including TensorRT ONNX


73. Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Fav Movie Star! Better than Roop & Face Fusion	74. Best Deepfake Open Source App ROPE - So Easy To Use Full HD Feceswap DeepFace, No GPU Required Cloud
75. V-Express: 1-Click AI Avatar Talking Heads Video Animation Generator - D-ID Alike - Free Open Source	76. V-Express 1-Click AI Talking Avatar Generator - Like D-ID - Massed Compute, RunPod & Kaggle Guide


77. Zero to Hero Stable Diffusion 3 Tutorial with Amazing SwarmUI SD Web UI that Utilizes ComfyUI	78. How to Use SwarmUI & Stable Diffusion 3 on Cloud Services Kaggle (free), Massed Compute & RunPod
79. Animate Static Photos into Talking Videos with LivePortrait AI Compose Perfect Expressions Fast	80. LivePortrait: No-GPU Cloud Tutorial - RunPod, MassedCompute & Free Kaggle Account - Animate Images


81. Kling AI Video is FINALLY Public (All Countries), Free to Use and MIND BLOWING - Full Tutorial	82. FLUX: The First Ever Open Source txt2img Model Truly Beats Midjourney & Others - FLUX is Awaited SD3
83. SUPIR Online - Ultimate Image Upscaler by Official Developers - Full Tutorial - SUPIR 2 Incoming	84. FLUX LoRA Training Simplified: From Zero to Hero with Kohya SS GUI (8GB GPU, Windows) Tutorial Guide


85. Blazing Fast & Ultra Cheap FLUX LoRA Training on Massed Compute & RunPod Tutorial - No GPU Required!	86. Invoke AI Full Install and Run Tutorial for Windows, RunPod and Massed Compute - 1-Click Easy Guide
87. How to Install Python, CUDA, cuDNN, C++ Build Tools, FFMPEG & Git Tutorial for AI Applications	88. How to Use MimicPC Full Tutorial - Run Best AI APPs in Your Browser Through MimicPC Servers


89. How To Enable VPN For Only A Single APP With Cloudflare Zero Trust Free Warp VPN - Split Tunneling	90. FLUX Full Fine-Tuning / DreamBooth Training Master Tutorial for Windows, RunPod & Massed Compute
91. Stable Diffusion 3.5 Large How To Use Tutorial With Best Configuration and Comparison With FLUX DEV	92. How To Use Mochi 1 Open Source Video Generation Model On Your Windows PC, RunPod and Massed Compute


93. FLUX Tools Outpainting, Inpainting (Fill), Redux, Depth & Canny Ultimate Tutorial Guide with SwarmUI	94. Best Open Source Image to Video Generator CogVideoX1.5-5B-I2V Step by Step Windows & Cloud Tutorial
95. SANA: Ultra HD Fast Text to Image Model from NVIDIA Step by Step Tutorial on Windows, Cloud & Kaggle	96. NVIDIA SANA 4K: Mind-Blowing 16MP Text-to-Image AI Model Runs on 8GB GPUs - Game-Changing Tech


97. MSI RTX 5090 TRIO FurMark Benchmarking + Overclocking + Noise Testing and Comparing with RTX 3090 TI	98. RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5, AMD 9950X + RTX 3090 TI
99. SwarmUI free Kaggle Account Notebook Full Tutorial - SD 1.5, SDXL, SD 3.5, FLUX, Hunyuan, SkyReels	100. How ChatGPT (LLMs) Works - Excellent Graphical Illustration Video


101. Wan 2.1 AI Video Model: Ultimate Step-by-Step Tutorial for Windows & Affordable Private Cloud Setup	102. Ultra Advanced Wan 2.1 App Updates & Famous Squish Effect to Generate Squishing Videos Locally
103. MMAudio from Sony AI Full Tutorial - Open Source AI Audio Generator for Videos, Images and Text	104. FramePack Full Tutorial: 1-Click to Install on Windows - Up to 120 Second Image-to-Videos with 6GB


105. Master Local AI Art & Video Generation with SwarmUI (ComfyUI Backend): The Ultimate 2025 Tutorial	106. Step by Step TRELLIS Tutorial to Generate Amazing High-Quality 3D Assets from Static Images Locally
107. Transfer Any Clothing Into A New Person & Turn Any Person Into A 3D Figure - ComfyUI Tutorial	108. Wan 2.1 Text-to-Video T2V & Image-to-Video I2V Tutorial for SwarmUI with CausVid LoRA Extreme Speed


109. SwarmUI Teacache Full Tutorial With Very Best Wan 2.1 I2V & T2V Presets - ComfyUI Used as Backend	110. VEO 3 FLOW Full Tutorial - How To Use VEO3 in FLOW Guide
111. CausVid LoRA V2 of Wan 2.1 Brings Massive Quality Improvements, Better Colors and Saturation	112. Hi3DGen Full Tutorial With Ultra Advanced App to Generate the Very Best 3D Meshes from Static Images


113. Ultimate ComfyUI & SwarmUI on RunPod Tutorial with Addition RTX 5000 Series GPUs & 1-Click to Setup	114. WAN 2.1 FusionX is the New Best of Local Video Generation with Only 8 Steps + FLUX Upscaling Guide
115. FLUX Kontext Dev Detailed Local Windows How To Tutorial - Better Than ChatGPT & Gemini Image Editing	116. MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images


117. MultiTalk Levelled Up - Way Better Animation Compared to Before with New Workflows - Image to Video	118. SECourses Video and Image Upscaler Pro STAR vs TOPAZ StarLight vs Image Based Best Upscalers
119. Wan 2.2 & FLUX Krea Full Tutorial - Automated Install - Ready Perfect Presets - SwarmUI with ComfyUI	120. Qwen Image Dominates Text-to-Image: 700+ Tests Reveal Why It's Better Than FLUX - Presets Published


121. Wan 2.2, FLUX & Qwen Image Upgraded: Ultimate Tutorial for Open Source SOTA Image & Video Gen Models	122. Qwen Image Edit Full Tutorial: 26 Different Demo Cases, Prompts & Images, Pwns FLUX Kontext Dev
123. Nano Banana (Gemini 2.5 Flash Image) Full Tutorial - 27 Unique Cases vs Qwen Image Edit - Free 2 Use

FurkanGozukara/Stable-Diffusion

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README.md