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From zero to hero in AI image generation
1 - Diffusion Models 101
👋 Welcome!
🛠 What we'll be building
🏊 Let's get our feet wet: straight into the pool
🧠 Demystifying AI: is the AI just making collages?
💡 Some things AI can't do (yet)
🏎 The model scene (3:30)
2 - DALL·E 3
☝🏼 What's prompt engineering?
🥇 Your first AI image
👾 Mini game
🧑🎨 Inpainting, outpainting & img2img (12:50)
🙅♂️ Restrictions in DALL-E
3 - Midjourney
Midjourney setup
🐣 Prompt Engineering 101 - Let's build our first prompt!
💭 Let's /imagine some pictures
🔀 Blending images together + using img2img in Midjourney (12:40)
💡 Prompts are infinite image generators
📐Multi Prompts and Prompt weights (8:19)
🌱 Using the seed to gain control over Midjourney
Advanced /settings in Midjourney (18:13)
Advanced Midjourney prompt parameters
💡 Commands and flags are exclusive of Midjourney
4 - Stable Diffusion
🤯 The Stable Diffusion revolution
🎛 Your interface with Stable Diffusion (3:37)
💻 Setting up AUTOMATIC1111 on your own computer (15:28)
☁️ Setting up AUTOMATIC1111 in the cloud (8:46)
🙅♂️ Negative prompts
⭐️ A1111 walkthrough and workflow: negative prompt, img2img, upscalers, face restorers (22:37)
🙌 Hands on: a Stable Diffusion prompting project
👣 Watch your steps
🔗 Prompt similarity: guidance / CFG scale
🧮 Exploring samplers
💡 The X/Y plot: a neat A1111 trick
👩🎤 A workflow suggestion
NMKD: a simpler alternative to A1111 (16:54)
5 - Advanced Prompt Engineering
✍️ Punctuation (1:44)
↔️ The image size is also part of the equation
💡 Use the seed to keep things cohesive
🏋 How to add Prompt Weights (11:43)
🕵️ Prompt S/R: Search and Replace (5:30)
📚 Create your own prompt library
👀 How do AI artists actually work? Deep dive into PromptHero's best artists' workflows (13:37)
6 - Fine-tuning
🏋️♂️ AI training 101
📸 Dreambooth
🌌 A universe of fine-tuned models
🎚 How to download and run fine-tuned models
🙃 Textual Inversion
Legal, ethical and copyright considerations of generative AI
Intro (1:00)
Do you own the images you generate? (1:13)
Is AI copying artists? The story of Greg Rutkowski (2:58)
Are generated images original work? Is generative AI ethical? (2:21)
Can I copyright the images I generate using AI? Who owns the copyright in AI? (3:21)
Extra
👀 Useful resources
🔑 Cheatsheet
🎉 You did the thing!
🥳 Congratulations! One last thing
🥇 Get your certificate!
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☁️ Setting up AUTOMATIC1111 in the cloud
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