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Stable Diffusion for Videos Explained
Latest   Machine Learning

Stable Diffusion for Videos Explained

Last Updated on December 11, 2023 by Editorial Team

Author(s): Louis Bouchard

Originally published on Towards AI.

Deep dive into Stable Video Diffusion

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https://www.youtube.com/embed/TVcE1Ic05lw

What do all recent super-powerful image generation models like DALLE, or Midjourney have in common? Other than their high computing costs, huge training time, and shared hype, they are all based on the same mechanism: diffusion.

Diffusion models are the state-of-the-art results for most image tasks, including text-to-image with DALLE but many other image generation-related tasks too, like image inpainting, style transfer, or image super-resolution.

Then, latent diffusion or the well-known stable diffusion came out, changing everything when it comes to image generation.

But I am not here to talk about old news. We are here to go over the new paper and model released by Stability AI: Stable Video Diffusion. The most recent and open-source video generation model that you can use right now! It takes either images or text and is able to generate cool videos like these automatically. It can even be used to generate multiple views of an object as if it were in 3D.

I’m Louis from What’s AI, and let’s dive into how this new model works!

Video generated by Stable Video Diffusion.

Before getting to videos, let’s do a… Read the full blog for free on Medium.

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