Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more
AI Art & Videos: Stable Diffusion, Runway, Flux, ComfyUI, Forge WebUI, MidJourney, Sora, Veo, Adobe Firefly & LeonardoAI
AI Art & Videos: Stable Diffusion, Runway, Flux, ComfyUI, Forge WebUI, MidJourney, Sora, Veo, Adobe Firefly & LeonardoAI
Do you want to understand how diffusion models like Stable Diffusion, Flux, Runwai ML, Pika, Kling AI or MidJourney are revolutionizing processes and how you can use this technology yourself?
Dive into the fascinating world of diffusion models, the technology behind impressive AI-generated images, videos, and music. If you're curious about how tools like DALL-E, Stable Diffusion, Flux, Forge, Fooocus, Automatic 1111, or MidJourney work and how to use them to their fullest potential, this course is perfect for you!
In this comprehensive course, you'll learn both the basics and advanced techniques of diffusion models. From creating your first AI-generated image to advanced prompt engineering and complex applications like inpainting, ControlNet, and training your own models and LoRAs, this course offers everything you need to become an expert in diffusion models.
What you can expect in this course:
Basics and first steps with diffusion models: Learn how diffusion models work and create your first image with DALL-E.
Prompt Engineering: Master the art of crafting the perfect prompts and optimize them for platforms like DALL-E, MidJourney, Flux, or Stable Diffusion, and even create your own GPTs.
Deep dive into Stable Diffusion: Use open-source models, negative prompts, LoRAs for SDXL or Flux, and get detailed guides on installing and using Fooocus, ComfyUI, Forge, and more, both locally and in the cloud.
Flux: Learn how to use the model for inpainting, IP Adapter, ControlNets, your own LoRAs, and more.
Advanced Techniques: Create and train your own models & LoRAs, find checkpoints and encoders, use inpainting and upscaling, and discover how to generate creative images using multiline prompts.
Creative and Practical Applications: Develop consistent characters, AI influencers, design product placements, learn how to change and promote clothing, or transform photos into anime styles—there are no limits to your creativity.
Specialized Workflows and Tools: Explore tools like ComfyUI, Forge, Fooocus, and more. Integrate ControlNets, use advanced prompting techniques, enhance or swap faces, hair, legs, and hands, or design your own logos.
Platforms: Understand platforms like Leonardo AI, MidJourney, Ideogram, Adobe Firefly, Google Colab, SeaArt, Replicate, and more.
Deepfakes: Learn how to perform faceswaps in photos and videos, install Python programs for live deepfakes, clone voices, and understand the potential risks.
AI voices and music: Create entire audiobooks, sounds, melodies, and songs using tools like Elevenlabs, Suno, Udio, ChatTTS, and the OpenAI API.
AI videos: Become an AI film producer with tools like Hotshot, Kling AI, Runway, Pika, Dreammachine, Deforum, WrapFusion, Heygen, and more.
Upscaling & Sound Improvement: Learn how to enhance images, videos, and voices with better quality, higher resolution, or convert them into vector files.
Ethics and Security: Understand the legal frameworks and data protection aspects important when using diffusion models.
Whether you have experience with AI or are just starting out, this course will bring you up to speed and equip you with the skills to implement innovative projects using diffusion models.
Sign up today and discover how diffusion models are changing the way we create images, videos, and creative content!
Khu vực Câu hỏi thường gặp trống
What Will Be Covered in This Section?
Basics of Prompt Engineering for Diffusion Models (in DALL-E)
DALL-E Is Simple Because ChatGPT Helps
Xem trướcOptimizing Aspect Ratios for Different Platforms
Using Reference Images in DALL-E
Xem trướcImage Editing and Inpainting with DALL-E in ChatGPT
Custom Instructions for Better Prompts
Develop Your Own GPT to Optimize Prompts
The Gen_ID in DALL-E Is Like the Seed: Create Consistent Characters
Update: 4o Image Generation in ChatGPT and Sora
Recap: What You Should Remember!
What Is This Section About?
Stable Diffusion & Flux: Features of Open-Source Diffusion Models
Quick tip: Pinokio, a software for one-click installations of open-source tools
Using Stable Diffusion in Fooocus with Google Colab or locally
Fooocus Basics: Interface, First Steps, Settings, and Images
Stable Diffusion Prompting: Order, Negative Prompts, Brackets & Weighting
Full Body Views with Aspect Ratio, Prompts & Negative Prompts
Finding Inspiration on Lexica, SeaArt, Leonardo and Prompt Hero
More Prompt Engineering Tips for Stable Diffusion and find Styles
Create SDXL Prompts with Your Own GPT
Summary: Important Points to Remember
What Will We Learn in This Section?
Multiline Prompts in Stable Diffusion: Blending Images Together
Support for Arrays and Brackets in Multi-Prompting
Upscaling Images and Creating Variations
Enhancing Faces, Eyes, Hands, Clothes, and Details with Enhance
Stable Diffusion Inpainting Basics
Stable Diffusion Outpainting Basics
Improving Hands with Inpainting & perspecitve field
Input Image and Input Prompt
Controlnet Pyra Canny: Pose to Image
ControlNet Depth to Image: Implementing Poses and Depths with CPDS
FaceSwap and Combining ControlNets
Consistent Characters: Illustrating a Picture Book, for Example, with Animals
Installing Checkpoints & LoRAs Locally
Checkpoints & LoRAs in Google Colab: SDXL Turbo for FAST Generations
Recap: What You Should Remember
What Will We Learn in This Section?
Creating Perfect Consistent Characters and Optimizing FaceSwap
FaceSwap with Advanced Inpainting and Developer Debug Mode
FaceSwap from Different Angles with Lineart Grid
Consistent Characters with Grids for Special Poses & Stories
Creating & Changing Clothing with Masks & Inpainting: AI can Market Cloths
Real live Product Placements and Better Understanding Masks
Perfect Hair with Inpainting, Image Prompt, and Masks
Describe & Converting Photos to Anime Style and Vice Versa
Using Metadata to Recreate Images
Text in Stable Diffusion
Summary: Important Points to Remember
What Will We Learn in This Section? Training Stable Diffusion LoRAs!
Creating a Dataset to train your SDXL model
Quick Tipp on your Dataset for SDXL Dreambooth training
Make a Huggingface token: API Key for Pushing Models to Huggingface
Train your Stabe Diffusion XL LoRA with Dreambooth inside Google Colab
Using SDXL Kohya LoRA in Fooocus
Recap: What You Should Remember!
What Is This About? Flux in Forge!
Information About Flux and Black Forest Labs
Different Ways to Efficiently Use Flux.1 Pro, Dev, and Schnell
Installing Forge WebUI: Using Stable Diffusion & Flux Easily
Forge Interface: Using Stable Diffusion & LoRas in Forge WebUI
Flux in of Forge: Find the Rigth Model (GGUF, NF4, FP16, FP8, Dev, Schnell)
Prompt Engineering for Flux
LoRas for Flux
Upscaling with Forge WebUI
Inpainting and img2img with Flux in Forge WebUI
Important Points to Remember!
What Is This Section About? ComfyUI Basics
Installing ComfyUI: Using Flux and Stable Diffusion Locally
ComfyUI Updates and Comfy Cloud
Using SDXL Models in ComfyUI
Prompt Engineering Info for ComfyUI, Flux & Stable Diffusion
Using SDXL LoRAs, Creating ComfyUI Workflows and understand Metadata
Installing the ComfyUI Manager from GitHub
Using Flux Schnell and Dev Locally in ComfyUI
Using Flux LoRAs in ComfyUI
Using Flux for Low-End PCs: GGUF and Q2-Q8 Models
Update: Find the best Models, and run them!
Use my ComfyUI Workflows and find new ones
Recap: What You Should Remember.
What Will We Learn in This Section about ComfyUI
Using ControlNet for Flux in ComfyUI: Canny, Depth and Hed
Flux: All in One Controlnet with GGUF Models
SDXL Controlnets and Workflows for ComfyUI
Flux IP Adapter: Consistent Character with just 1 Input Image
Ip Adapter for Stable Diffusion and some thougths
Upscaling Workflows in ComfyUI with Flux, SDXL & SUPIR
LivePortrait in ComfyUI: Animate Facial expression
Examples of ComfyUI Capabilities: Videos, FaceSwap, Deforum & more
Important Points to Remember.
What Will You Learn in This Section about Midjourney?
MidJourney Signup, Interface and Overview
Prompt Engineering and Settings in MidJourney
Upscaling, Variations, Pan & Zoom in MidJourney
Image Editing with MidJourney: Inpaint & Outpaint in the Editor
The NEW Midjourney Editor!
Prompt Generators for MidJourney
What You Should Remember
What Will We Learn in This Section?
Image Prompt in MidJourney
Style reference in Midjourney.
Consistent Characters: Character Reference and Character Weigth
Multiprompting and Prompt Weights in MidJourney
The --no Command, Multiprompts & Weights (Negative Prompts?)
Describe Function: MidJourney Helps with Your Prompts
Creating Text in MidJourney
Tip: Tiling for Creating Repeating Patterns
Permutation Prompting and the Seed in MidJourney
Hidden Tools in MidJourney: STOP, Repeat, Quality & Remaster
Videos in MidJourney
FaceSwap in MidJourney
The Prompt Generator Makes More Sense Now
Important Summary for MidJourney: What You Should Remember!
What Will Be Covered in This Section?
AI Videos: The Overview – What's Available & Creating Videos with FLUX
Hotshot: Text to Video Made Simple and Fast
Kling AI: Text-to-Video, Image-to-Video, Motion Brush & Viral Aging Videos
DreamMachine from LumaLabs: Recreating Viral Videos
Sora and Veo 2 (OpenAI and Google)
FramePack: Create 2-Minute Uncensored AI Videos Locally
RunwayML: Everything You Need to Know
Pika Labs: From Standard to Video Editing and LipSync
Heygen: AI Avatars, AI Clones, Voice Translations, and More
Stable Diffusion Videos: Deforum and WrapFusion
Stable WrapFusion in Google Colab
Overview of Deforum Diffusion to make Ai-Animation
Mkae AI Music Videos with Deforum Diffusion
Create 3D Animation in Deforum Stable Diffusion
Recap of AI Videos.
What Will We Learn Here
Diffusion Models Can Generate Voices, Sounds & Music: An Overview
ElevenLabs TTS: Everything You Need to Know (Audio, Sound, Voice Cloning & more)
Open-Source Text-to-Speech Solution: ChatTTS
OpenAI Text-to-Speech (TTS) with Google Colab in Python
Transcript with Whisper Locally & OpenAI API: Python in Google Colab
Generating AI Music with Udio
Real-Time Deepfake with Webcam, Images & Videos Deep-Live-Cam Locally in Python
Step1 of Deepfakes: Clone your Voice and download Videos
Step 2: Prepare your Data
Step 3: Deepfake with Wav2Lip in Google Colab
Recap.
No prior knowledge or technical expertise required, everything will be shown step by step.
Introduction to Diffusion Models: Basics and first steps with diffusion models
Prompt Engineering: Optimizing prompts for various platforms like DALL-E, MidJourney, Flux, and Stable Diffusion
Stable Diffusion & Flux: Using open-source models, negative prompts, LoRAs for SDXL or Flux
Guides for installing and using tools like Fooocus, ComfyUI, Forge, locally or in the cloud
Flux: Usage for inpainting, IP Adapter, ControlNets, custom LoRAs, and more
Training custom models & LoRAs, checkpoints, encoders, inpainting and upscaling, multiline prompts for creative image generation
Creative Applications: Creating consistent characters, AI influencers, product placements, changing clothes and styles (e.g., anime)
Specialized workflows and tools: Using tools like ComfyUI, Forge, Fooocus, integrating ControlNets, advanced prompting, and logo design
Platforms: Utilizing Leonardo AI, MidJourney, Ideogram, Adobe Firefly, Google Colab, SeaArt, Replicate, and more
Deepfakes: Faceswapping in photos and videos, installing programs for live deepfakes in Python, voice cloning, and legal concerns
AI voices and music: Creating audiobooks, sound effects, and music with tools like Elevenlabs, Suno, Udio, and OpenAI API
AI videos: Producing AI films with Hotshot, Kling AI, Runway, Pika, Dreammachine, Deforum, WrapFusion, Heygen, and more
Upscaling and sound enhancement: Improving image, video, and sound quality, higher resolution, or converting to vector formats
Ethics and security: Legal frameworks and data protection in the use of diffusion models