Sapphire inspired By Stable Diffusion WebUI

This is a personal project inspired by Stable Diffusion WebUI, built to simplify AI-based image generation and editing. This project leverages modern web technologies and powerful AI tools to provide an intuitive interface for creating and managing AI-generated content.

Notebooks

The following Jupyter notebooks are included in the repository for experimentation and further exploration:

For Kaggle

1. Click on the following link to open the notebook directly in Kaggle:

For Google Colab

1. Click on the following link to open the notebook directly in Google Colab:

Features

• Text-to-Image Generation: Create unique images from text prompts using pre-trained Stable Diffusion models.
• Image-to-Image Generation: Modify existing images based on new prompts, enabling creative edits or transformations.
• Use SD Models For Generation: Use different different pretrained SD Models for image Generation.
• Fast and responsive API with FastAPI.
• Dynamic and interactive user interface using Jinja2 templates.
• Elegant and modern UI design with TailwindCSS.
• Easy setup and deployment for local and production environments.

Technologies Used

• FastAPI: For building the backend and REST API.
• Diffusers: To leverage pre-trained Stable Diffusion models for image generation (Text-to-Image and Image-to-Image).
• Jinja2: For rendering dynamic HTML templates.
• TailwindCSS: For creating a modern, responsive UI.
• Python: The primary programming language for the backend and AI logic.

Installation

Follow these steps to set up and run the project locally or on notebook:

1. Clone the repository:

   git clone https://github.com/DeepHansda/sapphire2
   cd sapphire2

2. Install dependencies:

   pip install -r requirements.txt

3. Install JavaScript Modules:

   cd sapphire2/src/js_modules"
   
   npm install -g localtunnel
   npm install -g pm2
   npm install
   
   
   npm run build
   pm2 start "npm run dev" --name tailwind-watch

4. Install aria2p for download files:

   pip install aria2p
   apt-get install aria2  -y
   aria2c --enable-rpc --rpc-listen-all=true --daemon=true

5. Start App:

   cd sapphire2/src
   python server.py
   
   

Install JavaScript Modules

Follow this steps for install Node modules and start tailwind agent in background: