89 lines
4.2 KiB
Markdown
89 lines
4.2 KiB
Markdown
# Stable Diffusion web UI
|
|
A browser interface based on Gradio library for Stable Diffusion.
|
|
|
|
|
|
|
|
## Features
|
|
[Detailed feature showcase with images](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features):
|
|
- Original txt2img and img2img modes
|
|
- One click install and run script (but you still must install python and git)
|
|
- Outpainting
|
|
- Inpainting
|
|
- Prompt matrix
|
|
- Stable Diffusion upscale
|
|
- Attention
|
|
- Loopback
|
|
- X/Y plot
|
|
- Textual Inversion
|
|
- Extras tab with:
|
|
- GFPGAN, neural network that fixes faces
|
|
- CodeFormer, face restoration tool as an alternative to GFPGAN
|
|
- RealESRGAN, neural network upscaler
|
|
- ESRGAN, neural network with a lot of third party models
|
|
- Resizing aspect ratio options
|
|
- Sampling method selection
|
|
- Interrupt processing at any time
|
|
- 4GB video card support
|
|
- Correct seeds for batches
|
|
- Prompt length validation
|
|
- Generation parameters added as text to PNG
|
|
- Tab to view an existing picture's generation parameters
|
|
- Settings page
|
|
- Running custom code from UI
|
|
- Mouseover hints for most UI elements
|
|
- Possible to change defaults/mix/max/step values for UI elements via text config
|
|
- Random artist button
|
|
- Tiling support: UI checkbox to create images that can be tiled like textures
|
|
- Progress bar and live image generation preview
|
|
- Negative prompt
|
|
- Styles
|
|
- Variations
|
|
- Seed resizing
|
|
- CLIP interrogator
|
|
- Prompt Editing
|
|
|
|
## Installation and Running
|
|
Make sure the required [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) are met and follow the instructions available for both [NVidia](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs) (recommended) and [AMD](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-AMD-GPUs) GPUs.
|
|
|
|
Alternatively, use [Google Colab](https://colab.research.google.com/drive/1Iy-xW9t1-OQWhb0hNxueGij8phCyluOh).
|
|
|
|
### Automatic Installation on Windows
|
|
1. Install [Python 3.10.6](https://www.python.org/downloads/windows/), checking "Add Python to PATH"
|
|
2. Install [git](https://git-scm.com/download/win).
|
|
3. Download the stable-diffusion-webui repository, for example by running `git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git`.
|
|
4. Place `model.ckpt` in the `models` directory (see [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) for where to get it).
|
|
5. _*(Optional)*_ Place `GFPGANv1.4.pth` in the base directory, alongside `webui.py` (see [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) for where to get it).
|
|
6. Run `webui-user.bat` from Windows Explorer as normal, non-administrator, user.
|
|
|
|
### Automatic Installation on Linux
|
|
1. Install the dependencies:
|
|
```bash
|
|
# Debian-based:
|
|
sudo apt install wget git python3 python3-venv
|
|
# Red Hat-based:
|
|
sudo dnf install wget git python3
|
|
# Arch-based:
|
|
sudo pacman -S wget git python3
|
|
```
|
|
2. To install in `/home/$(whoami)/stable-diffusion-webui/`, run:
|
|
```bash
|
|
bash <(wget -qO- https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/webui.sh)
|
|
```
|
|
|
|
## Documentation
|
|
The documentation was moved from this README over to the project's [wiki](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki).
|
|
|
|
## Credits
|
|
- Stable Diffusion - https://github.com/CompVis/stable-diffusion, https://github.com/CompVis/taming-transformers
|
|
- k-diffusion - https://github.com/crowsonkb/k-diffusion.git
|
|
- GFPGAN - https://github.com/TencentARC/GFPGAN.git
|
|
- CodeFormer - https://github.com/sczhou/CodeFormer
|
|
- ESRGAN - https://github.com/xinntao/ESRGAN
|
|
- Ideas for optimizations - https://github.com/basujindal/stable-diffusion
|
|
- Doggettx - Cross Attention layer optimization - https://github.com/Doggettx/stable-diffusion, original idea for prompt editing.
|
|
- Idea for SD upscale - https://github.com/jquesnelle/txt2imghd
|
|
- Noise generation for outpainting mk2 - https://github.com/parlance-zz/g-diffuser-bot
|
|
- CLIP interrogator idea and borrowing some code - https://github.com/pharmapsychotic/clip-interrogator
|
|
- Initial Gradio script - posted on 4chan by an Anonymous user. Thank you Anonymous user.
|
|
- (You)
|