/SDImageGenerator

Stable Diffusion desktop UI for Windows

Primary LanguageC++

SDImageGenerator

SDImageGenerator(SDIG) is a text-to-image generation AI desktop app for Windows/Linux. It is still actively under development. The Linux version of the app is coming soon.

SDImageGenerator v2 SDIG output sample
SDImageGenerator SDImageGenerator output.

Version 2.0.0, What's New?

  • Works on CPU/GPU but CPU image generation is slow(Recommended to use GPU for faster image generation)
  • The stable diffusion 1.5 model is used as default
  • Added model switching (For advanced use)
  • Supports dreambooth models (checkpoint files (.ckpt) supported)
  • Added textual inversion support(Hugging Face's concepts library models supported)
  • Added VAE(Variational autoencoder) support for fine details
  • Added CodeFormer support
  • Updated full precision mode with float32
  • Added high-resolution duplication fix setting
  • Image-to-image now supports k-diffusion samplers
  • Added Image-to-image mask image support
  • Added cancel functionality
  • Negative prompt support, use [ ] to use negative prompt E.g: a cute [white] dog
  • Added Attention control support in prompt : Use "+" to increase attention - a house, apple++ tree Use "-" to decrease attention - a house, apple- tree
  • Supports prompt-to-Prompt editing (Cross attention control) E.g: In the below prompt cat will be replaced with a dog A cat.swap(dog) riding bicycle
  • Supports prompt blending E.g: car:0.30 boat:0.70 hybrid

For older changelogs, please visit changelog.

Features

  • Simple interface
  • Portable package, simply extract and run the app
  • Image viewer for generated images
  • Application logs
  • Configurable image generation settings

System Requirements:

  • Windows 10/11 64-bit
  • Recent Nvidia GPU, preferably RTX ( 4 GB or more VRAM memory)
  • 12 GB RAM (16+ recommended)
  • ~11 GB disk space after installation (on SSD for best performance)

Development Dependencies

  • Qt 5.15.2

Coding Style

If you want to contribute please follow the coding style

Python Part

Stable Diffusion fork

Download SDImageGenerator

Download latest release