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DiffusionBee

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DiffusionBee is a locally-run Stable Diffusion AI art application for macOS, emphasizing speed, ease of use, and complete offline operation. It integrates cutting-edge AI image-generation tools into a single interface, supporting the entire creative workflow—from text-to-image generation and image editing to model training—while all computations take place directly on the user’s device, ensuring data privacy and full control over one’s assets.

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What is DiffusionBee?

DiffusionBee is currently the fastest and easiest-to-use local Stable Diffusion toolkit available on macOS, featuring all cutting-edge AI art capabilities and requiring no internet connection. Its AI canvas serves as a creative collaborator, enabling combined text-based prompts and hand-drawn input to generate and edit images, making professional-grade AI art creation achievable within seconds.

Key features

  • Text-to-Image Generation: Generate high-quality, original images with a single click using natural language prompts; capable of producing a single image in approximately 30 seconds on an M1 MacBook Air with 8GB of RAM.

  • Image Enhancement and Editing: Offers an Image Upscaler feature that leverages AI to improve image clarity and resolution, while also supporting Generative Fill, allowing precise selection of areas to add or remove objects for lossless local retouching.

Use cases and audience

Designed for macOS users—including creatives, designers, illustrators, and AI art enthusiasts—it requires either an Apple Silicon or Intel processor (Apple Silicon recommended) and macOS 13.1 or later.

  • Text-to-Image Generation: Quickly create high-quality AI-generated artworks based on textual prompts.
  • Image Editing and Enhancement: Perform local modifications or overall improvements on existing images using features such as generative fill, image super-resolution, and image variations.
  • Custom Model Training: Train a personalized AI painting model locally using your own image dataset, tailored to specific people, objects, or styles.
Input

Text prompts, original images (for image-to-image generation, generative fill, image variations, etc.), and local image datasets (for model training).

Output

Locally generated AI image files (supporting common formats) and trained custom Stable Diffusion model files.

Frequently asked questions

Where are the generated images stored?

The image is generated and saved locally on your computer; it will not be uploaded to the cloud.

Can I freely use the generated images?

It can be used freely, but must comply with the CreativeML Open RAIL-M license agreement.

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