What you'll learn:
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
Requirements:
No prior knowledge or technical expertise required, everything will be shown step by step.
Description:
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!
Who this course is for:
Anyone who wants to learn about AI
Technology enthusiasts who want to stay at the forefront of the latest AI developments
Artists and creatives looking to explore new dimensions of art with AI
Developers and designers who want to expand the possibilities of diffusion models
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