5 Real Product Demos of Stable Diffusion
Stable Diffusion
A latent text-to-image diffusion model for high-quality, photo-realistic image generation.
Stable Diffusion is a deep learning model that converts text descriptions into high-quality, photo-realistic images using latent diffusion technology. It allows users to generate, edit, and enhance artwork through an easy-to-use interface powered by the advanced SDXL backbone.
intermediate
- Text-to-image generation
- Stable Diffusion XL (SDXL) model support
- Inpainting for image editing
- Outpainting for image extension
- Searchable database of 9 million prompts
- GPU-enabled fast generation
- Latent space image compression
- Privacy-focused anonymous usage
- Customizable styles and aspect ratios
5 clips
10:170:20Comparing DDPM sampling with and without noise in Stable Diffusion 2The demo shows the difference in output quality when generating a 'tree in the desert' using Stable Diffusion 2, contrasting a sharp image with a blurry one when the noise step is removed.Stable Diffusion · Stable Diffusion · intermediate- 33:080:29Adjusting Classifier-Free Guidance scale in Stable DiffusionThe demonstration shows how increasing the guidance scale alpha from 0 to higher values causes a tree to physically grow and gain detail within a desert scene in Stable Diffusion.Stable Diffusion · Stable Diffusion · intermediate
7:350:57Inpainting specific image areasThe demo shows using the brush tool in the Inpaint tab to mask a specific building in an image and regenerate only that section to improve its appearance.Stable Diffusion · Stable Diffusion · intermediate- 11:070:58Image Prompting with PyraCanny and CPDSThe user demonstrates the 'Image Prompt' feature, explaining how to use PyraCanny to map character positions and CPDS for color/contrast matching from a reference image.Stable Diffusion · Stable Diffusion · intermediate
- 13:121:10Refining character details with InpaintingThe demo shows a step-by-step refinement of a character's outfit and body structure by masking specific areas and using text prompts to change clothing to 'white battle attire'.Stable Diffusion · Stable Diffusion · intermediate