How does Stable Diffusion work? – Latent Diffusion Models EXPLAINED

#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 👉 www.assemblyai.com/?utm_source=youtube&utm_medium=…

📺 GLIDE diffusion model explained.    • Diffusion models explained. How does OpenA...  
📺 Imagen explained:    • Imagen, the DALL-E 2 competitor from Googl...  

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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. arxiv.org/abs/2112.10752
💻 Code: github.com/CompVis/stable-diffusion
🔗 Stable Diffusion announcement: stability.ai/blog/stable-diffusion-announcement
💻 If interested in the basic code of diffusion models, here is a wonderful annotated diffusion model from 🤗: 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

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🔗 Artist’s reaction to Stable Diffusion: twitter.com/arvalis/status/1558623545374023680
Cool Stable Diffusion-powered generations:
Anime girl: twitter.com/remi_molettee/status/15624403549553950…
Woman profile: twitter.com/metasemantic/status/156286220926845337…
Street scene: twitter.com/AIbot0627/status/1563176721817296901
Reddit tags: twitter.com/DeckersNiklas/status/15628487261585776…
Tokyo tower: twitter.com/AIbot0627/status/1563181772430401539
Solar eclipse: twitter.com/NeuralBroadcast/status/156317716429538…
Good morning: twitter.com/WantWhatYouHave/status/156314926700641…

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