Make Your Art Move with Stable Diffusion Animations

The internet is abuzz with Stable Diffusion — it’s slowing becoming a must-have tool for creating beautiful visuals. And if you want to take your visuals up a notch, then animations made with Stable Diffusion are the way to go. No longer do you have to spend hours creating traditional animations — with Stable Diffusion, you can make your visuals come to life in no time. So, let’s unpack this magical tool and see how you can use it to create stunning animations! In this post, I’m going to walk through some of the techniques used to create animations with Stable Diffusion. <h1>Some Background Information</h1> There are a few concepts we need to familiarize ourselves with before things start moving. The first one is how Diffusion models work. To put it simply, these models turn noise into images. During training, these models learn to reverse a noising process that progressively adds noise to an image via a <a href="https://huggingface.co/docs/diffusers/v0.10.2/en/api/schedulers#what-is-a-scheduler" rel="noopener ugc nofollow" target="_blank">scheduler function</a> for a fixed number of steps until the image is indistinguishable from random noise. Once trained, we can generate an image using the model by passing in an image shaped noise tensor and denoise it into an image by iteratively passing it through the model. <a href="https://towardsdatascience.com/make-your-art-move-with-stable-diffusion-animations-80de62eec633">Read More</a>