How does Stable Diffusion work? – Latent Diffusion Models EXPLAINED

YouTube Excerpt: #StableDiffusion explained. How does an AI generate images from text? How do Latent Diffusion Models work? If you want answers to these questions, we've got you covered! SPONSOR: Assembly AI 👉 https://www.assemblyai.com/?utm_source=youtube&utm_medium=social&utm_campaign=aicoffeebreak 📺 GLIDE diffusion model explained. https://youtu.be/344w5h24-h8 📺 Imagen explained: https://youtu.be/xqDeAz0U-R4 ❓ Check out our daily #MachineLearning Quiz Questions: https://www.youtube.com/c/AICoffeeBreak/community ➡️ AI Coffee Break Merch! 🛍️ https://aicoffeebreak.creator-spring.com/ Paper 📜: Rombach, Robin, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer. "High-resolution image synthesis with latent diffusion models." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 10684-10695. 2022. https://arxiv.org/abs/2112.10752 💻 Code: https://github.com/CompVis/stable-diffusion 🔗 Stable Diffusion announcement: https://stability.ai/blog/stable-diffusion-announcement 💻 If interested in the basic code of diffusion models, here is a wonderful annotated diffusion model from 🤗: https://huggingface.co/blog/annotated-diffusion Outline: 00:00 Stable Diffusion is a Latent Diffusion Model 01:15 AssemblyAI (sponsor) 02:38 Diffusion models: What do they really do? 06:33 Injecting text 06:55 Stable Diffusion is a Latent Diffusion Model 10:28 Training data 12:06 How to use Stable Diffusion Thanks to our Patrons who support us in Tier 2, 3, 4: 🙏 Don Rosenthal, Dres. Trost GbR, banana.dev -- Kyle Morris, Julián Salazar, Edvard Grødem, Vignesh Valliappan, Kevin Tsai, Mutual Information, Mike Ton 🔗 Artist’s reaction to Stable Diffusion: https://twitter.com/arvalis/status/1558623545374023680 Cool Stable Diffusion-powered generations: Anime girl: https://twitter.com/remi_molettee/status/1562440354955395084 Woman profile: https://twitter.com/metasemantic/status/1562862209268453377 Street scene: https://twitter.com/AIbot0627/status/1563176721817296901 Reddit tags: https://twitter.com/DeckersNiklas/status/1562848726158577665 Tokyo tower: https://twitter.com/AIbot0627/status/1563181772430401539 Solar eclipse: https://twitter.com/NeuralBroadcast/status/1563177164295380992 Good morning: https://twitter.com/WantWhatYouHave/status/1563149267006414848 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🔥 Optionally, pay us a coffee to help with our Coffee Bean production! ☕ Patreon: https://www.patreon.com/AICoffeeBreak Ko-fi: https://ko-fi.com/aicoffeebreak ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🔗 Links: AICoffeeBreakQuiz: https://www.youtube.com/c/AICoffeeBreak/community Twitter: https://twitter.com/AICoffeeBreak Reddit: https://www.reddit.com/r/AICoffeeBreak/ YouTube: https://www.youtube.com/AICoffeeBreak #AICoffeeBreak #MsCoffeeBean #MachineLearning #AI #research​ Video editing: Nils Trost

#StableDiffusion explained. How does an AI generate images from text? How do Latent Diffusion Models work? If you want answers to these questions,...

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