Scribble Diffusion

Scribble Diffusion is a free and open-source project created by Zeke Sikelianos, a web developer and artist who wanted to make a tool that would help him and other creative people generate images based on their sketches. He used an AI model called VQGAN+CLIP, which combines two techniques: vector quantized generative adversarial networks (VQGAN) and contrastive language-image pre-training (CLIP).

VQGAN is a type of generative model that can produce high-quality images from low-dimensional latent codes. CLIP is a method that can learn to associate natural language descriptions with images. By combining these two techniques, Scribble Diffusion can take a sketch and a text prompt as inputs and generate an image that matches both.

To use Scribble Diffusion, you simply need to visit https://scribblediffusion.com/ and draw a sketch on the canvas. You can also add a text prompt to specify what kind of image you want to create. For example, you can write "a photo of a cat" or "a vintage car" or "a goofy owl". Then, you just need to click on the "Generate" button and wait for the magic to happen.

Scribble Diffusion will show you several images based on your sketch and prompt. You can choose the one you like best or try again with different inputs. You can also download the images or share them on social media. Scribble Diffusion is a fun and easy way to unleash your creativity and explore the possibilities of AI-generated art.

If you are interested in learning more about Scribble Diffusion, you can visit its GitHub page at https://github.com/zeke/scribblediffusion where you can find the source code, documentation, and examples. You can also follow Zeke on Twitter at https://twitter.com/zeke where he posts updates and showcases some of the amazing images created by Scribble Diffusion users.

Scribble Diffusion is an innovative and exciting tool that demonstrates the power and potential of AI for artistic expression. Whether you are a professional artist or a hobbyist, you can use Scribble Diffusion to turn your sketches into images and discover new ways to express your vision.