Stable Diffusion Toolkit

Enterprise-grade toolkit for professional AI image generation, automation, and integration using Stable Diffusion and advanced ML models.

Overview

A comprehensive, production-ready toolkit for AI image generation across industries. Built for developers, designers, content creators, and enterprises who need reliable, scalable, and professional image generation capabilities.

Key Features

• Universal Image Generation: Support for any image type, style, or use case
• Enterprise Integration: REST APIs, microservices, and enterprise authentication
• Advanced Automation: Intelligent workflows with quality control and optimization
• Model Context Protocol: Standard integration with creative tools and platforms
• Performance Optimization: GPU acceleration, batch processing, and caching
• Quality Assurance: Automated assessment, filtering, and enhancement tools

Repository Structure

stable-diffusion-toolkit/
├── sd-scripts/
│   └── batch-generation/     # Batch image generation scripts
├── integrations/
│   ├── api/                  # REST API server
│   └── mcp/                  # Model Context Protocol
└── requirements.txt

Quick Start

Prerequisites

# Core requirements
python >= 3.8
pip >= 21.0

# AI/ML packages
pip install torch torchvision diffusers transformers accelerate
pip install pillow numpy opencv-python

# Optional: For advanced features
pip install xformers  # GPU acceleration
pip install compel    # Advanced prompt weighting

Installation

# Clone the repository
git clone https://github.com/olympus-terminal/stable-diffusion-toolkit.git
cd stable-diffusion-toolkit

# Install dependencies
pip install -r requirements.txt

# Make scripts executable
find . -name "*.py" -o -name "*.sh" | xargs chmod +x

Basic Usage

# Generate images from text prompts
python sd-scripts/batch-generation/batch_generate.py prompts.txt output/

# Start REST API server
python integrations/api/rest_server.py --port 8080

# Use MCP integration
python integrations/mcp/image_generator.py

Contributing

Contributions are welcome. See CONTRIBUTING.md for details.

License

MIT License - see LICENSE file for details.

Acknowledgments

• Stability AI for Stable Diffusion
• Hugging Face for the diffusers library
• The open-source AI art community
• Game development community for feedback and use cases

Contact

• Issues: GitHub Issues
• Discussions: GitHub Discussions
• Author: @olympus-terminal