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What Is Stable Doodle? Everything You Need To Know About the Latest AI Image Technology

Stable Doodle is an Artificial Intelligence (AI) art generator that generates realistic images from sketches. This AI art generator will turn any of your sketches into a dynamic and accurate image.

Stable Doodle is the latest AI image generation technology developed by Stability AI–the owner of Stable Diffusion. So, how does Stable Doodle work? In this article, we’ll tell you the basics of how it works and what you can do with it.

How Does Stable Doodle Work?

As mentioned above, Stable Doodle is the product of Stability AI, which also helped develop the Stable Diffusion models, a popular AI image generation tool that generates realistic images using simple text prompts. 

Unlike Stable Diffusion, which relies on text to generate images, Stable Doodle uses sketches to produce images. It will convert your drawings into accurate and professional-looking images.

Like other AI art generators, Stable Doodle relies on pre-trained AI models to generate high-quality images. Specifically, Stable Doodle is an implementation of the Stable Diffusion algorithm but instead of using a text prompt to generate an image, Stable Doodle uses a rough sketch as a basis for the generation.

So, how are AI image generators trained? AI models use cutting-edge machine learning models referred to as ‘artificial neural networks’ (ANN) to learn and internalise parameters required to generate realistic images.

These models are based on the structure biological neural networks, which makes them easy to train using various image-text datasets. 

Similarly, Stable Doodle was trained with datasets of sketches and images based on those sketches. In this way, the algorithm “learns” what a sketch represents even if it’s only made up of a few lines awkwardly interconnected.

Stable Doodle has a user-friendly interface that’s completely intuitive and allows you to create sketches using your mouse, pick your preferred art style, and then generate the final image. It’s that quick and simple!

Furthermore, this AI art generation tool allows you to exercise creativity through its customisation features. For instance, you can customise your images before you generate them using any of the fourteen art styles provided by Stable Doodle through Stable Diffusion XL.

Who Uses Stable Doodle?

Stable Doodle is suitable for both seasoned artists and novices. Its user-friendly interface makes it easy for beginners to generate high-quality images without much hassle.

Regardless of your familiarity with AI art generators, you can use Stable Doodle for all your art generation needs without difficulty. It’s designed to help you to enhance your creativity and take the quality of your work, as well as the level of your professionalism a notch higher.

If you’ve been struggling to achieve the level of creativity you desire for your artwork, then Stable Doodle will help you to bring your drawings to life. Furthermore, this tool can be used in various industries and fields, including academia, architecture, graphic design, fashion, and fine art, among others.

Anyone can use this AI tool as long as they have basic sketching abilities and access to this technology. It has helped many illustrators, artists, designers, and other professionals in the fields mentioned above to save time and maximise their efficiency.

What Is the Technology Behind Stable Doodle?

Stable Doodle merges the cutting-edge image generation technology developed by Stability AI for Stable Diffusion XL with the powerful T2I adapter to help you generate accurate and professional images.

T2I-Adapter is a tool designed by Tencent ARC (license) to control the conditions of AI art generation. It also comes with large diffusion models that accept trainable parameters to help you train your AI image generator to produce your desired images.

The T2I adapter allows you to add more input conditions to the models so that you can refine your images for better results. So, you can train your Stable Doodle models with segmentation maps, key poses, and sketches.

Moreover, this framework can simultaneously support several models for input control, allowing for better control over the entire image generation process. The T2I-Adapter also offers supplementary guidance, which helps your pre-trained text-image models (Stable Diffusion XL) to understand your sketch outlines.

This enables you to generate images using both text prompts and sketches defined by your trained models. The T2I-Adapter network offers about seventy-seven million parameters and additional control over pre-trained text-image models without altering the original text-image models.

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