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Easy Diffusion

https://github.com/easydiffusion/easydiffusion

Easy Diffusion is not just a software; it’s an invitation to a realm where art and technology meld, where your words morph into beautiful images. This software is your gateway to Stable Diffusion, the cutting-edge, open-source text-to-image AI software that’s taking the tech world by storm.

But, what makes Easy Diffusion truly special is its user-friendly interface. It is essentially a distribution of Stable Diffusion that simplifies the installation process while maintaining all the powerful capabilities of its parent software. Easy Diffusion takes care of installing all necessary components required to run Stable Diffusion and additionally offers a web interface that’s both accessible and efficient.

Starting your journey with Easy Diffusion is as simple as one, two, three. First, download the software. Next, run the straightforward installer. And voila, you’re ready to dive into the world of AI-generated imagery!

Your Words, Their Canvas

With Easy Diffusion, the power to create is at your fingertips. Not only can you generate stunning images from text prompts, but you can also use pre-existing images to guide the AI. The possibilities are endless. Your words could bloom into a beautiful garden, or shape-shift into a bustling cityscape. With Easy Diffusion, your imagination is the only limit.

Join the Easy Diffusion Community

The brilliance of Easy Diffusion doesn’t stop at its technological prowess. It also boasts an active, vibrant community on Discord, where users can exchange ideas, share their AI-generated images, and learn about the infinite potential of this revolutionary tool. It’s a space for collaboration, exploration, and innovation, where you can connect with like-minded enthusiasts and discover new ways to harness the power of AI.

A New Era of Creativity

In conclusion, Easy Diffusion is more than just an easy-to-install distribution of Stable Diffusion. It’s a tool that’s redefining the boundaries of creativity, enabling users to transform their ideas into captivating visual narratives. So, whether you’re an AI enthusiast, a digital artist, or someone who simply enjoys exploring new technologies, Easy Diffusion is a must-try software that promises a unique and thrilling experience.

Features

User experience

  • Hassle-free installation: Does not require technical knowledge, does not require pre-installed software. Just download and run!
  • Clutter-free UI: A friendly and simple UI, while providing a lot of powerful features.
  • Task Queue: Queue up all your ideas, without waiting for the current task to finish.
  • Intelligent Model Detection: Automatically figures out the YAML config file to use for the chosen model (via a models database).
  • Live Preview: See the image as the AI is drawing it.
  • Image Modifiers: A library of modifier tags like “Realistic”, “Pencil Sketch”, “ArtStation” etc. Experiment with various styles quickly.
  • Multiple Prompts File: Queue multiple prompts by entering one prompt per line, or by running a text file.
  • Save generated images to disk: Save your images to your PC!
  • UI Themes: Customize the program to your liking.
  • Searchable models dropdown: organize your models into sub-folders, and search through them in the UI.

Image generation

  • Supports: “Text to Image” and “Image to Image“.
  • 21 Sa,mplers: ddim, plms, heun, euler, euler_a, dpm2, dpm2_a, lms, dpm_solver_stability, dpmpp_2s_a, dpmpp_2m, dpmpp_sde, dpm_fast, dpm_adaptive, ddpm, deis, unipc_snr, unipc_tu, unipc_tq, unipc_snr_2, unipc_tu_2.
  • In-Painting: Specify areas of your image to paint into.
  • Simple Drawing Tool: Draw basic images to guide the AI, without needing an external drawing program.
  • Face Correction (GFPGAN)
  • Upscaling (RealESRGAN)
  • Loopback: Use the output image as the input image for the next img2img task.
  • Negative Prompt: Specify aspects of the image to remove.
  • Attention/Emphasis: () in the prompt increases the model’s attention to enclosed words, and [] decreases it.
  • Weighted Prompts: Use weights for specific words in your prompt to change their importance, e.g. red:2.4 dragon:1.2.
  • Prompt Matrix: Quickly create multiple variations of your prompt, e.g. a photograph of an astronaut riding a horse | illustration | cinematic lighting.
  • 1-click Upscale/Face Correction: Upscale or correct an image after it has been generated.
  • Make Similar Images: Click to generate multiple variations of a generated image.
  • NSFW Setting: A setting in the UI to control NSFW content.
  • JPEG/PNG/WEBP output: Multiple file formats.

Advanced features

  • Custom Models: Use your own .ckpt or .safetensors file, by placing it inside the models/stable-diffusion folder!
  • Stable Diffusion 2.1 support
  • Merge Models
  • Use custom VAE models
  • Use pre-trained Hypernetworks
  • Use custom GFPGAN models
  • UI Plugins: Choose from a growing list of community-generated UI plugins, or write your own plugin to add features to the project!

Performance and security

  • Fast: Creates a 512×512 image with euler_a in 5 seconds, on an NVIDIA 3060 12GB.
  • Low Memory Usage: Create 512×512 images with less than 2 GB of GPU RAM, and 768×768 images with less than 3 GB of GPU RAM!
  • Use CPU setting: If you don’t have a compatible graphics card, but still want to run it on your CPU.
  • Multi-GPU support: Automatically spreads your tasks across multiple GPUs (if available), for faster performance!
  • Auto scan for malicious models: Uses picklescan to prevent malicious models.
  • Safetensors support: Support loading models in the safetensor format, for improved safety.
  • Auto-updater: Gets you the latest improvements and bug-fixes to a rapidly evolving project.
  • Developer Console: A developer-mode for those who want to modify their Stable Diffusion code, and edit the conda environment.

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