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2 posts tagged with "Stable Diffusion"

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· 2 min read
DahnM20

Introducing Enhanced StabilityAI Integration in AI-FLOW

With the integration of StabilityAI's API into AI-FLOW, we've broadened our suite of features far beyond Stable Diffusion 3. This integration allows us to offer a versatile range of image processing capabilities, from background removal to creative upscaling, alongside search-and-replace functionalities.

Given the expansive set of tools and the ongoing advancements from StabilityAI, we've adopted a more flexible integration approach, akin to our implementation with the Replicate API. Our goal is to support automation and rapid adoption of new features released by StabilityAI.

StabilityAI feature showcase

Here's a rundown of the features now accessible through AI-FLOW, as per the StabilityAI documentation:

  • Control - Sketch: Guide image generation with sketches or line art.
  • Control - Structure: Precisely guide generation using an input image.
  • Edit - Outpaint: Expand an image in any direction by inserting additional content.
  • Edit - Remove Background: Focus on the foreground by removing the background.
  • Edit - Search and Replace: Automatically locate and replace objects in an image using simple text prompts.
  • Generate - Core: Create high-quality images quickly with advanced workflows.
  • Generate - SD3: Use the most robust version of Stable Diffusion 3 for your image generation needs.
  • Image to Video: Employ the state-of-the-art Stable Video Diffusion model to generate short videos.
  • Upscale - Creative: Elevate any low-resolution image to a 4K masterpiece with guided prompts.

These enhanced capabilities are great assets for your image processing workflow. Explore these features and find innovative ways to enhance your projects! Try it now!

· 2 min read
DahnM20

Introducing Stable Diffusion 3 in AI-FLOW v0.6.4

AI-FLOW has now integrated Stable Diffusion 3, a significant upgrade in our image generation toolkit. This new version offers enhanced capabilities and adheres more closely to the prompts you input, creating images that truly reflect your creative intent. Additionally, it introduces the ability to better incorporate text directly within the generated images.

Visual Comparison: From Old to New​

To illustrate the advancements, compare the outputs of the previous Stable Diffusion node and the new Stable Diffusion 3 node using the prompt:

The phrase 'Stable Diffusion' sculpted as a block of ice, floating in a serene body of water.

The difference in detail and fidelity is striking.

Example

Model Options: Standard and Turbo​

Choose between the standard Stable Diffusion 3 and the Turbo version. Note that with the Turbo variant, the negative_prompt field is not utilized, which accelerates processing while maintaining high-quality image generation.

Enhance Your Creative Process​

Experiment by combining outputs from Stable Diffusion 3 with other APIs, such as the instantmesh from Replicate API that generates a mesh from any given image input. This integration opens new possibilities for creators and developers.

Example

Looking Ahead

Expect more enhancements and support from StabilityAI in the coming weeks as we continue to improve AI-FLOW and expand its capabilities.

Get Started

Dive into a world of enhanced image creation with Stable Diffusion 3 on AI-FLOW. Experience the power of advanced AI-driven image generation. Try it now!