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 👉 https://www.assemblyai.com/?utm_sourc...

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

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:   / 1558623545374023680  
Cool Stable Diffusion-powered generations:
Anime girl:   / 1562440354955395084  
Woman profile:   / 1562862209268453377  
Street scene:   / 1563176721817296901  
Reddit tags:   / 1562848726158577665  
Tokyo tower:   / 1563181772430401539  
Solar eclipse:   / 1563177164295380992  
Good morning:   / 1563149267006414848  

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Video editing: Nils Trost