Stable Diffusion specializes in creating detailed images based on text descriptions and offers capabilities such as inpainting, outpainting, and text-guided image-to-image translations. Users can generate detailed images based on text descriptions, enhance and extend images with AI assistance, and transform images according to text prompts. Use cases for Stable Diffusion include generating custom visuals for marketing campaigns based on text descriptions, restoring or expanding images with inpainting and outpainting features, and creating unique image-to-image translations guided by textual prompts. It is a powerful tool for a wide range of applications, from marketing visuals to image enhancement and transformation, utilizing cutting-edge deep learning technology.