By Ajay Yadav
Deep learning networks have revolutionized the field of image generation. But a new algorithm called Stable Diffusion promises to take things to the next level. This algorithm is able to generate incredibly realistic images, even of things that don’t exist in the real world.
So what is Stable Diffusion and how does it work? In this article, we’ll explain everything you need to know about this exciting new algorithm. We’ll also show you some examples of images that have been generated with it.
What is Stable Diffusion?
Stable Diffusion is a new approach to image creation that uses the power of artificial intelligence. It allows users to create realistic images of objects and scenes that would otherwise be impossible to create by hand. It can work on standard consumer GPUs (Graphic Processing Unit) to give stunning results within seconds. The beta-tested version has already produced work that does not require any sort of editing before usage.
How does Stable Diffusion work?
The awesome AI tool works by first downloading a text file from the internet, then extracting relevant information from the text and turning it into an image.
The process of turning text into an image is called text-to-image synthesis, and it is a relatively new field of research. There are a few different approaches to text-to-image synthesis, but the most popular ones are those that use artificial neural networks.
The Stable Diffusion algorithm is based on a technique called latent space optimization, which is used to find the best representation of data in a high-dimensional space. A soon-to-be-released subset of LAION 5B called LAION-Aesthetics was used to train the core dataset.
Latent space optimization is an iterative process that starts with random initialization of the latent space. In each iteration, the algorithm tries to improve the representation of the data in the latent space. The process is repeated until the algorithm converges, which typically takes a few hundred iterations.
Bonus: The 20 Amazing Art Examples Created By Stable Diffusion
How to get access to Stable Diffusion?
You can now get free access to Stable Diffusion AI using Simplified!
Simplified has a built-in AI Art generator powered by Stable Diffusion AI & DALL-E 2. You can start generating jaw-dropping art & graphics for your business without being placed on a waitlist!
Images Created by Stable Diffusion
Source: Stable Diffusion
As you will notice, Stable Diffusion has successfully created realistic images in an eye-catching. The colors are vibrant and the details are precise. The results can be further optimized in repetitive attempts.
On consumer GPUs, requires less than 10 GB of VRAM to generate images at 512×512 pixels in a matter of seconds. This will democratize picture generation by enabling scholars and soon the general public to use this under a variety of circumstances.
Bonus: Dall-E 2 vs. Stable Diffusion: Which AI Art Generator is Better?
How will Stable Diffusion be useful for brands and businesses?
As the world becomes more and more connected, brands and businesses need to find new ways to stand out and be noticed. AI Image generator can help with that by creating unique and eye-catching images that are sure to grab attention. But it’s not just about looks – Stable Diffusion’s image generator can also help brands and businesses connect with their customers on a deeper level.
By creating images that tell a story or convey a message, businesses can start to build deeper relationships with their customers. So if you’re looking for a new way to stand out from the crowd and build deeper relationships with your customers, image generator is definitely worth exploring. However, as the AI is still being tested and the full result may take time, you can explore multiple tools that are already out for free.
