,1,#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!
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📺 GLIDE diffusion model explained. https://youtu.be/344w5h24-h8
📺 Imagen explained: https://youtu.be/xqDeAz0U-R4
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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-diffusion
🔗 Stable Diffusion announcement: https://stability.ai/blog/stable-diffusion-announcement
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: 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
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