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Inicio / Cursos / Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more
Impartido por Arnold OberleiterPago único de $2,800 MXN · acceso por 12 meses

Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more

AI Art & Videos: Stable Diffusion, Runway, Flux, ComfyUI, Forge WebUI, MidJourney, Sora, Veo, Adobe Firefly & LeonardoAI

Certificado oficial emitido por la SEPA través del Gobierno del Estado de México
12 meses de acceso En línea · 60 h 20 unidades
Qué aprenderás

Lo que serás capaz de hacer

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!

  • 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

Temario

UNIDAD 1 - Introduction · 6 lecciones

UNIDAD 1 - Introduction

  • WelcomeLectura · 0 min
  • Course OverviewVideo · 10 min
  • My Goal and a Few TipsVideo · 3 min
  • Explanation of the LinksVideo · 2 min
  • Important LinksLectura · 0 min
  • Instructor Introduction: Arnold Oberleiter (Arnie)Video · 1 min
UNIDAD 2 - How Diffusion Models Work: Examples & Your First Image with DALL-E · 6 lecciones

UNIDAD 2 - How Diffusion Models Work: Examples & Your First Image with DALL-E

  • What Will We Learn in This Section?Video · 1 min
  • Examples of Diffusion Models and Their ApplicationsVideo · 10 min
  • Diffusion Models in Detail: Embeddings, Tensors, RGB Codes & MoreVideo · 14 min
  • Create a ChatGPT Account and Your First ImageVideo · 7 min
  • GPT Image UpdateLectura · 0 min
  • Recap: What You Should Do NOW!Video · 3 min
UNIDAD 3 - Basics & Prompt Engineering for Diffusion Models: DALL-E as Example · 15 lecciones

UNIDAD 3 - Basics & Prompt Engineering for Diffusion Models: DALL-E as Example

  • What Will Be Covered in This Section?Video · 2 min
  • Basics of Prompt Engineering for Diffusion ModelsVideo · 6 min
  • How to Structure PromptsLectura · 0 min
  • ChatGPT HelpsVideo · 7 min
  • Magic Words for Diffusion ModelsLectura · 0 min
  • Optimizing Aspect Ratios for Different PlatformsVideo · 4 min
  • Using Reference ImagesVideo · 4 min
  • Image Editing and InpaintingVideo · 3 min
  • Custom Instructions for Better PromptsVideo · 7 min
  • My Custom InstructionsLectura · 0 min
  • Develop Your Own GPT to Optimize PromptsVideo · 7 min
  • Training Data from My GPT & Link to GPTLectura · 0 min
  • The Gen_ID: Create Consistent CharactersVideo · 12 min
  • New Image ModelVideo · 16 min
  • Recap: What You Should Remember!Video · 3 min
UNIDAD 4 - Basics of Stable Diffusion: Negative Prompts, Models, LoRAs & First Images · 11 lecciones

UNIDAD 4 - Basics of Stable Diffusion: Negative Prompts, Models, LoRAs & First Images

  • What Is This Section About?Video · 1 min
  • Stable Diffusion & Flux: Features of Open-Source Diffusion ModelsVideo · 11 min
  • Quick tip: Pinokio, a software for one-click installations of open-source toolsVideo · 4 min
  • Using Stable Diffusion in Fooocus with Google Colab or locallyVideo · 13 min
  • Fooocus Basics: Interface, First Steps, Settings, and ImagesVideo · 19 min
  • Stable Diffusion Prompting: Order, Negative Prompts, Brackets & WeightingVideo · 17 min
  • Full Body Views with Aspect Ratio, Prompts & Negative PromptsVideo · 5 min
  • Finding Inspiration on Lexica, SeaArt, Leonardo and Prompt HeroVideo · 7 min
  • More Prompt Engineering Tips for Stable Diffusion and find StylesVideo · 4 min
  • Create SDXL Prompts with Your Own GPTVideo · 4 min
  • Summary: Important Points to RememberVideo · 3 min
UNIDAD 5 - Fooocus for Advanced Users: Inpainting, Input Image, Upscaling, LoRAs & More · 17 lecciones

UNIDAD 5 - Fooocus for Advanced Users: Inpainting, Input Image, Upscaling, LoRAs & More

  • What Will We Learn in This Section?Video · 2 min
  • Multiline Prompts in Stable Diffusion: Blending Images TogetherVideo · 6 min
  • Support for Arrays and Brackets in Multi-PromptingVideo · 4 min
  • Upscaling Images and Creating VariationsVideo · 14 min
  • Enhancing Faces, Eyes, Hands, Clothes, and Details with EnhanceVideo · 18 min
  • Stable Diffusion Inpainting BasicsVideo · 10 min
  • Stable Diffusion Outpainting BasicsVideo · 5 min
  • Improving Hands with Inpainting & perspecitve fieldVideo · 10 min
  • Input Image and Input PromptVideo · 12 min
  • Controlnet Pyra Canny: Pose to ImageVideo · 9 min
  • ControlNet Depth to Image: Implementing Poses and Depths with CPDSVideo · 5 min
  • FaceSwap and Combining ControlNetsVideo · 8 min
  • Consistent Characters: Illustrating a Picture Book, for Example, with AnimalsVideo · 6 min
  • Installing Checkpoints & LoRAs LocallyVideo · 15 min
  • Checkpoints & LoRAs in Google Colab: SDXL Turbo for FAST GenerationsVideo · 12 min
  • Code for LoRas and CheckpointsLectura · 0 min
  • Recap: What You Should RememberVideo · 4 min
UNIDAD 6 - Stable Diffusion Pro: Consistent Characters, Product Placements, Clothing, etc. · 12 lecciones

UNIDAD 6 - Stable Diffusion Pro: Consistent Characters, Product Placements, Clothing, etc.

  • What Will We Learn in This Section?Video · 2 min
  • Creating Perfect Consistent Characters and Optimizing FaceSwapVideo · 14 min
  • FaceSwap with Advanced Inpainting and Developer Debug ModeVideo · 5 min
  • FaceSwap from Different Angles with Lineart GridVideo · 11 min
  • Consistent Characters with Grids for Special Poses & StoriesVideo · 11 min
  • Creating & Changing Clothing with Masks & Inpainting: AI can Market ClothsVideo · 17 min
  • Real live Product Placements and Better Understanding MasksVideo · 15 min
  • Perfect Hair with Inpainting, Image Prompt, and MasksVideo · 7 min
  • Describe & Converting Photos to Anime Style and Vice VersaVideo · 5 min
  • Using Metadata to Recreate ImagesVideo · 5 min
  • Text in Stable DiffusionVideo · 4 min
  • Summary: Important Points to RememberVideo · 4 min
UNIDAD 7 - Train Your Own SDXL LoRa: On Your Face, on AI-Influencer or on Animals · 7 lecciones

UNIDAD 7 - Train Your Own SDXL LoRa: On Your Face, on AI-Influencer or on Animals

  • What Will We Learn in This Section? Training Stable Diffusion LoRAs!Video · 2 min
  • Creating a Dataset to train your SDXL modelVideo · 3 min
  • Quick Tipp on your Dataset for SDXL Dreambooth trainingVideo · 1 min
  • Make a Huggingface token: API Key for Pushing Models to HuggingfaceVideo · 2 min
  • Train your Stabe Diffusion XL LoRA with Dreambooth inside Google ColabVideo · 13 min
  • Using SDXL Kohya LoRA in FooocusVideo · 9 min
  • Recap: What You Should Remember!Video · 2 min
UNIDAD 8 - Flux.1 Basics, different option and running it locally in WebUI Forge · 11 lecciones

UNIDAD 8 - Flux.1 Basics, different option and running it locally in WebUI Forge

  • What Is This About? Flux in Forge!Video · 2 min
  • Information About Flux and Black Forest LabsVideo · 9 min
  • Different Ways to Efficiently Use Flux.1 Pro, Dev, and SchnellVideo · 12 min
  • Installing Forge WebUI: Using Stable Diffusion & Flux EasilyVideo · 7 min
  • Forge Interface: Using Stable Diffusion & LoRas in Forge WebUIVideo · 14 min
  • Flux in of Forge: Find the Rigth Model (GGUF, NF4, FP16, FP8, Dev, Schnell)Video · 16 min
  • Prompt Engineering for FluxVideo · 10 min
  • LoRas for FluxVideo · 9 min
  • Upscaling with Forge WebUIVideo · 11 min
  • Inpainting and img2img with Flux in Forge WebUIVideo · 10 min
  • Important Points to Remember!Video · 4 min
UNIDAD 9 - Basics in ComfyUI with Flux.1 and more · 14 lecciones

UNIDAD 9 - Basics in ComfyUI with Flux.1 and more

  • What Is This Section About? ComfyUI BasicsVideo · 1 min
  • Installing ComfyUI: Using Flux and Stable Diffusion LocallyVideo · 6 min
  • ComfyUI Updates and Comfy CloudVideo · 3 min
  • Using SDXL Models in ComfyUIVideo · 9 min
  • Prompt Engineering Info for ComfyUI, Flux & Stable DiffusionVideo · 1 min
  • Using SDXL LoRAs, Creating ComfyUI Workflows and understand MetadataVideo · 11 min
  • Installing the ComfyUI Manager from GitHubVideo · 4 min
  • Using Flux Schnell and Dev Locally in ComfyUIVideo · 14 min
  • Using Flux LoRAs in ComfyUIVideo · 4 min
  • Using Flux for Low-End PCs: GGUF and Q2-Q8 ModelsVideo · 6 min
  • Update: Find the best Models, and run them!Video · 3 min
  • Use my ComfyUI Workflows and find new onesVideo · 2 min
  • ComfyUI WorkflowsLectura · 0 min
  • Recap: What You Should Remember.Video · 3 min
UNIDAD 10 - Train your own Flux LoRa · 5 lecciones

UNIDAD 10 - Train your own Flux LoRa

  • What Is This Section About? Flux LoRa training for Logos & moreVideo · 2 min
  • Flux.1 dev: Train a LoRa Model on Replicate, FalAI or locallyVideo · 12 min
  • Use the Flux LoRa in Replicate for InferenceVideo · 6 min
  • Use Your LoRa Locally in ComfyUI or Forge WebUIVideo · 5 min
  • Recap: What You Should Remember about Flux LoRa Training.Video · 4 min
UNIDAD 11 - ComfyUI & Flux Expert: ControlNets, IP-Adapter, Upscaling, Videos & more · 11 lecciones

UNIDAD 11 - ComfyUI & Flux Expert: ControlNets, IP-Adapter, Upscaling, Videos & more

  • What Will We Learn in This Section about ComfyUIVideo · 1 min
  • More Workflows that you need laterLectura · 0 min
  • Using ControlNet for Flux in ComfyUI: Canny, Depth and HedVideo · 12 min
  • Flux: All in One Controlnet with GGUF ModelsVideo · 2 min
  • SDXL Controlnets and Workflows for ComfyUIVideo · 6 min
  • Flux IP Adapter: Consistent Character with just 1 Input ImageVideo · 9 min
  • Ip Adapter for Stable Diffusion and some thougthsVideo · 2 min
  • Upscaling Workflows in ComfyUI with Flux, SDXL & SUPIRVideo · 14 min
  • LivePortrait in ComfyUI: Animate Facial expressionVideo · 6 min
  • Examples of ComfyUI Capabilities: Videos, FaceSwap, Deforum & moreVideo · 6 min
  • Important Points to Remember.Video · 4 min
UNIDAD 12 - Web Platforms for Stable Diffusion like Leonardo or SeaArt · 5 lecciones

UNIDAD 12 - Web Platforms for Stable Diffusion like Leonardo or SeaArt

  • There Are Thousands of Ways to Use Stable DiffusionVideo · 3 min
  • Leonardo AI: Using Stable Diffusion Easily and Fast with Controlnets & moreVideo · 33 min
  • SeaArt: Especially Suited for FaceSwap in VideosVideo · 15 min
  • Ideogram: Not really Stable DiffusionVideo · 5 min
  • Important Points to RememberVideo · 2 min
UNIDAD 13 - MidJourney Basics: A User-Friendly & Powerful Diffusion Model · 9 lecciones

UNIDAD 13 - MidJourney Basics: A User-Friendly & Powerful Diffusion Model

  • What Will You Learn in This Section about Midjourney?Video · 1 min
  • MidJourney Signup, Interface and OverviewVideo · 13 min
  • Prompt Engineering and Settings in MidJourneyVideo · 9 min
  • Command List from the MJ WebpageLectura · 0 min
  • Upscaling, Variations, Pan & Zoom in MidJourneyVideo · 8 min
  • Image Editing with MidJourney: Inpaint & Outpaint in the EditorVideo · 8 min
  • The NEW Midjourney Editor!Video · 4 min
  • Prompt Generators for MidJourneyVideo · 6 min
  • What You Should RememberVideo · 2 min
UNIDAD 14 - MidJourney for Advanced Users · 15 lecciones

UNIDAD 14 - MidJourney for Advanced Users

  • What Will We Learn in This Section?Video · 2 min
  • Image Prompt in MidJourneyVideo · 8 min
  • Style reference in Midjourney.Video · 5 min
  • Consistent Characters: Character Reference and Character WeigthVideo · 10 min
  • Multiprompting and Prompt Weights in MidJourneyVideo · 6 min
  • The --no Command, Multiprompts & Weights (Negative Prompts?)Video · 5 min
  • Describe Function: MidJourney Helps with Your PromptsVideo · 5 min
  • Creating Text in MidJourneyVideo · 6 min
  • Tip: Tiling for Creating Repeating PatternsVideo · 3 min
  • Permutation Prompting and the Seed in MidJourneyVideo · 7 min
  • Hidden Tools in MidJourney: STOP, Repeat, Quality & RemasterVideo · 14 min
  • Videos in MidJourneyVideo · 4 min
  • FaceSwap in MidJourneyVideo · 1 min
  • The Prompt Generator Makes More Sense NowVideo · 4 min
  • Important Summary for MidJourney: What You Should Remember!Video · 6 min
UNIDAD 15 - Adobe Firefly · 2 lecciones

UNIDAD 15 - Adobe Firefly

  • Adobe Firefly vs. DALL-E, MidJourney & Stable DiffusionVideo · 7 min
  • Basics of Adobe Firefly.Video · 16 min
UNIDAD 16 - AI Videos from Text, Videos, Images, and Individual Frames · 17 lecciones

UNIDAD 16 - AI Videos from Text, Videos, Images, and Individual Frames

  • What Will Be Covered in This Section?Video · 0 min
  • AI Videos: The Overview – What's Available & Creating Videos with FLUXVideo · 13 min
  • Hotshot: Text to Video Made Simple and FastVideo · 4 min
  • Kling AI: Text-to-Video, Image-to-Video, Motion Brush & Viral Aging VideosVideo · 14 min
  • DreamMachine from LumaLabs: Recreating Viral VideosVideo · 4 min
  • Sora and VeoLectura · 0 min
  • Sora and Veo (OpenAI and Google)Video · 29 min
  • FramePack: Create 2-Minute Uncensored AI Videos LocallyVideo · 12 min
  • RunwayML: Everything You Need to KnowVideo · 28 min
  • Pika Labs: From Standard to Video Editing and LipSyncVideo · 21 min
  • Heygen: AI Avatars, AI Clones, Voice Translations, and MoreVideo · 16 min
  • Stable Diffusion Videos: Deforum and WrapFusionVideo · 4 min
  • Stable WrapFusion in Google ColabVideo · 16 min
  • Overview of Deforum Diffusion to make Ai-AnimationVideo · 14 min
  • Mkae AI Music Videos with Deforum DiffusionVideo · 12 min
  • Create 3D Animation in Deforum Stable DiffusionVideo · 15 min
  • Recap of AI VideosVideo · 4 min
UNIDAD 17 - AI-Generated Voices, Music & DeepFakes · 13 lecciones

UNIDAD 17 - AI-Generated Voices, Music & DeepFakes

  • What Will We Learn HereVideo · 1 min
  • Diffusion Models Can Generate Voices, Sounds & Music: An OverviewVideo · 8 min
  • ElevenLabs TTS: Everything You Need to Know (Audio, Sound, Voice Cloning & more)Video · 21 min
  • Open-Source Text-to-Speech Solution: ChatTTSVideo · 8 min
  • OpenAI Text-to-Speech (TTS) with Google Colab in PythonVideo · 10 min
  • Transcript with Whisper Locally & OpenAI API: Python in Google ColabVideo · 7 min
  • Generating AI Music with UdioVideo · 7 min
  • Real-Time Deepfake with Webcam, Images & Videos Deep-Live-Cam Locally in PythonVideo · 15 min
  • Follow this Steps for Deepfake (Copy my Code Lines)Lectura · 0 min
  • Step1 of Deepfakes: Clone your Voice and download VideosVideo · 7 min
  • Step 2: Prepare your DataVideo · 4 min
  • Step 3: Deepfake with Wav2Lip in Google ColabVideo · 6 min
  • RecapVideo · 4 min
UNIDAD 18 - Overview of Upscaling Images, Videos, Vectors & Audio Enhancement · 2 lecciones

UNIDAD 18 - Overview of Upscaling Images, Videos, Vectors & Audio Enhancement

  • Upscaling Images, Videos, and VectorsVideo · 7 min
  • Improving Audio Quality with Adobe PodcastVideo · 3 min
UNIDAD 19 - Diffusion Safety: Copyright, NSFW Content, Privacy & More · 2 lecciones

UNIDAD 19 - Diffusion Safety: Copyright, NSFW Content, Privacy & More

  • Copyright & Intellectual Property: Can You Sell Outputs & Create NSFW ContentVideo · 9 min
  • Privacy for Personal ContentVideo · 6 min
UNIDAD 20 - Impact of Diffusion on the Future, Society & Job Market · 8 lecciones

UNIDAD 20 - Impact of Diffusion on the Future, Society & Job Market

  • The Future with Diffusion ModelsVideo · 4 min
  • 2 More Than Just Picture and Videos: The Future of AI Videos and Robotics!Video · 11 min
  • A Look into the Future: Are We the Horses This Time?Video · 10 min
  • What is ANI, AGI, ASI and exponentional growth?Video · 10 min
  • Will AI/AGI take all Jobs?Video · 8 min
  • Ethical AI use and the Downside of AIVideo · 9 min
  • Recap and My Thank You!Video · 6 min
  • BonusLectura · 0 min
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Muestra del certificado: Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more

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