Starting today, Amazon Bedrock offers access to Stability AI’s latest text-to-image models: Stable Image Ultra, Stable Diffusion 3 Large, and Stable Image Core. These advanced models significantly enhance performance in generating multi-subject images, improving quality, and refining typography. They are ideal for creating high-quality visuals across various domains including marketing, advertising, media, entertainment, and retail.
Features of Stability AI’s New Models:
- Stable Image Ultra: Delivers the highest quality, photorealistic outputs ideal for professional print media and large-format applications. It excels in rendering exceptional detail and realism, making it perfect for detailed and high-resolution projects.
- Stable Diffusion 3 Large: Balances generation speed with output quality, making it suitable for creating high-volume digital assets such as website content, newsletters, and marketing materials. It provides a good compromise between quality and efficiency.
- Stable Image Core: Optimized for fast, cost-effective image generation, it’s excellent for quickly iterating on concepts during the ideation phase. This model is designed for rapid production and affordability.
Key Improvements:
Compared to the previous Stable Diffusion XL (SDXL), these models offer enhanced text quality in generated images. The innovative Diffusion Transformer architecture employs two separate sets of weights for image and text, allowing for more accurate spelling and typography while maintaining high-quality visuals.
Sample prompts and outputs:
- Stable Image Ultra:
- Prompt: Photo-realistic image of a woman sitting in a field, watching a kite fly in a stormy sky, highly detailed with intricate, professional composition.
- Stable Diffusion 3 Large:
- Prompt: Comic-style illustration of a male detective under a streetlamp in a noir city, wearing a trench coat and fedora, with dark, rainy weather, neon signs, and detailed reflections on wet pavement.
- Stable Image Core:
- Prompt: Professional 3D render of a white and orange sneaker, floating in the center, with high-quality, photorealistic details.
Use Cases for new Stability AI’s text to image models in Amazon Bedrock
Stability AI’s text-to-image models offer transformative potential for businesses across industries, streamlining creative workflows in marketing and advertising by enabling quick generation of high-quality visuals for campaigns, social media, and product mockups. These models help companies respond faster to trends and reduce time-to-market for new projects.
For e-commerce, AI-generated images support diverse product showcases and personalized marketing at scale. In user experience and design, they accelerate the creation of wireframes and prototypes, driving cost savings, productivity, and a competitive edge in visual communication.
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Here are some example use cases across different industries:
Advertising and Marketing:
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- Stable Image Ultra: For luxury brand advertising and photorealistic product showcases.
- Stable Diffusion 3 Large: For high-quality product images and print campaigns.
- Stable Image Core: For rapid A/B testing of visual concepts for social media ads.
E-commerce:
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- Stable Image Ultra: For high-end product customization and made-to-order items.
- Stable Diffusion 3 Large: For product visuals across an e-commerce site.
- Stable Image Core: For quickly generating product images and keeping listings updated.
Media and Entertainment:
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- Stable Image Ultra: For ultra-realistic key art, marketing materials, and game visuals.
- Stable Diffusion 3 Large: For environment textures, character art, and in-game assets.
- Stable Image Core: For rapid prototyping and concept art exploration.
Getting Started with Stability AI Models on Amazon Bedrock:
To use these models in the Amazon Bedrock Console:
- Navigate to the Model Access section from the navigation pane to enable access to the Stability AI models.
- Select the Image option under Playgrounds, choose Stability AI, and select the desired model (e.g., Stable Image Ultra).
- Enter a prompt, such as “A stylized picture of a cute old steampunk robot holding a sign written in chalk that says ‘Stability AI models in Amazon Bedrock’.”
- Leave the other options at their default values and click Run. Within seconds, you will receive the generated image.
Explore these new models and see how they can transform your creative projects with Amazon Bedrock’s powerful AI tools.
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Artical Source: Amazon (AWS)
