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From zero to hero in AI image generation
1 - Diffusion Models 101
๐ย Welcome!
๐ What we'll be building
๐ Let's get our feet wet: straight into the pool
๐ง Demystifying AI: is the AI just making collages?
๐ก Some things AI can't do (yet)
๐ The model scene (3:30)
2 - DALLยทE 3
โ๐ผ What's prompt engineering?
๐ฅ Your first AI image
๐พ Mini game
๐งโ๐จ Inpainting, outpainting & img2img (12:50)
๐ โโ๏ธ Restrictions in DALL-E
3 - Midjourney
Midjourney setup
๐ฃ Prompt Engineering 101 - Let's build our first prompt!
๐ญ Let's /imagine some pictures
๐ Blending images together + using img2img in Midjourney (12:40)
๐ก Prompts are infinite image generators
๐Multi Prompts and Prompt weights (8:19)
๐ฑ Using the seed to gain control over Midjourney
Advanced /settings in Midjourney (18:13)
Advanced Midjourney prompt parameters
๐ก Commands and flags are exclusive of Midjourney
4 - Stable Diffusion
๐คฏ The Stable Diffusion revolution
๐ Your interface with Stable Diffusion (3:37)
๐ป Setting up AUTOMATIC1111 on your own computer (15:28)
โ๏ธ Setting up AUTOMATIC1111 in the cloud (8:46)
๐ โโ๏ธ Negative prompts
โญ๏ธ A1111 walkthrough and workflow: negative prompt, img2img, upscalers, face restorers (22:37)
๐ Hands on: a Stable Diffusion prompting project
๐ฃ Watch your steps
๐ Prompt similarity: guidance / CFG scale
๐งฎ Exploring samplers
๐ก The X/Y plot: a neat A1111 trick
๐ฉโ๐ค A workflow suggestion
NMKD: a simpler alternative to A1111 (16:54)
5 - Advanced Prompt Engineering
โ๏ธ Punctuation (1:44)
โ๏ธ The image size is also part of the equation
๐ก Use the seed to keep things cohesive
๐ How to add Prompt Weights (11:43)
๐ต๏ธ Prompt S/R: Search and Replace (5:30)
๐ Create your own prompt library
๐ How do AI artists actually work? Deep dive into PromptHero's best artists' workflows (13:37)
6 - Fine-tuning
๐๏ธโโ๏ธ AI training 101
๐ธ Dreambooth
๐ A universe of fine-tuned models
๐ How to download and run fine-tuned models
๐ 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
๐ Useful resources
๐ Cheatsheet
๐ You did the thing!
๐ฅณ Congratulations! One last thing
๐ฅ Get your certificate!
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๐ Useful resources
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