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https://github.com/thre4dripper/stablediffusion-webapp
Image Generator Web App using stable diffusion model wizmodel and stability api
https://github.com/thre4dripper/stablediffusion-webapp
express material-ui mongodb mongoose nodejs react redux swagger tailwindcss vite
Last synced: 6 days ago
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Image Generator Web App using stable diffusion model wizmodel and stability api
- Host: GitHub
- URL: https://github.com/thre4dripper/stablediffusion-webapp
- Owner: Thre4dripper
- License: mit
- Created: 2024-01-16T07:53:59.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-09-14T09:49:47.000Z (2 months ago)
- Last Synced: 2024-09-14T20:30:41.892Z (2 months ago)
- Topics: express, material-ui, mongodb, mongoose, nodejs, react, redux, swagger, tailwindcss, vite
- Language: TypeScript
- Homepage: https://stable-diffusion-imaginify.netlify.app/
- Size: 17.8 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Stable Diffusion Model
This repository is dedicated to my minor project where I've implemented the Stable Diffusion Model for text-to-image and
image-to-image generation. The project is based on the
paper ["Latent Diffusion Models beating GANs at Image Synthesis"](https://arxiv.org/abs/2112.10752)
by [Robin Rombach](https://arxiv.org/search/cs?searchtype=author&query=Rombach,+R), [Andreas Blattmann](https://arxiv.org/search/cs?searchtype=author&query=Blattmann,+A), [Dominik Lorenz](https://arxiv.org/search/cs?searchtype=author&query=Lorenz,+D), [Patrick Esser](https://arxiv.org/search/cs?searchtype=author&query=Esser,+P), [Björn Ommer](https://arxiv.org/search/cs?searchtype=author&query=Ommer,+B).
## Imaginify
Imaginify is an innovative text-to-image and image-to-image generation project designed to unleash creativity. Users can
transform text prompts into captivating images and perform advanced manipulations on existing images.
### Features
#### Text-to-Image Generation
1. **Prompt-based Artistry:** Generate stunning images based on textual prompts.
2. **Creative Freedom:** Explore endless possibilities with various text inputs to create diverse visual outputs.
#### Image-to-Image Manipulation
1. **Enhanced Imagery:** Upscale and improve image quality with advanced algorithms.
2. **Artistic Transformations:** Apply artistic filters and style transfers to existing images.
#### Backend Features
- NodeTs Express service-based architecture with a modular design for easy extensibility and scalability.
- APIs can be created for any model and easily integrated into the project with minimal configuration.
#### Frontend Features
1. **Responsive Design:** User-friendly interface that seamlessly works across devices.
2. **Real-time Updates:** Stay informed with real-time updates for the most recent image transformations.
#### Screenshots
## Getting Started
### Prerequisites
- [Node.js](https://nodejs.org/en/download/)
- [Yarn](https://classic.yarnpkg.com/en/docs/install/#mac-stable)
- [MongoDB](https://docs.mongodb.com/manual/installation/)
- [VsCode](https://code.visualstudio.com/download)
- [Git](https://git-scm.com/downloads)
### Installation
1. Clone the repository:
```bash
git clone https://github.com/Thre4dripper/StableDiffusion-WebApp.git
```
2. Install dependencies for the backend:
```bash
cd backend && yarn
```
3. Install dependencies for the frontend:
```bash
cd frontend && yarn
```
4. Create a `.env` file in the `backend` directory and follow the format of the `.env.sample` file.
Replace `` with your MongoDB URI.
```bash
MONGO_URI=
```
5. Start the backend server:
```bash
cd backend && yarn start
```
6. Start the frontend server:
```bash
cd frontend && yarn start
```
## Usage
1. **Text-to-Image:**
- Enter a textual prompt.
- Adjust configuration options if needed.
- Click "Generate" to see the generated image.
2. **Image-to-Image Manipulation:**
- Upload an image for manipulation.
- Apply desired filters and transformations.
- Preview and download the final image.
## Contributing
We welcome contributions! If you have ideas for improvements, feature requests, or bug reports,
please [open an issue](https://github.com/Thre4dripper/StableDiffusion-WebApp/issues) or submit a pull request.