Enhance

Enhance is an AI-powered image enhancement tool that lets you upscale and improve image quality directly in your browser. Try it out at enhance.addy.ie

Features

• 🖼️ Multiple Enhancement Models:

  • ESRGAN models for upscaling (2x, 3x, 4x, 8x)
  • MAXIM models for specific enhancements:
    • Deblurring
    • Denoising
    • Low-light enhancement
    • Photo retouching
    • Rain removal
    • Indoor dehazing

• 🎯 Smart Image Processing:

  • Automatic image size optimization
  • WebGL-aware processing
  • Efficient patch-based processing
  • Progress tracking

• 🎨 User-Friendly Interface:

  • Drag-and-drop image upload
  • Real-time image preview
  • Interactive size adjustment
  • Aspect ratio lock/unlock
  • One-click download

Technical Details

Models

• ESRGAN Models:

  • Slim (2.5MB): Fast, lightweight model for general use
  • Medium (5MB): Balanced performance and quality
  • Thick (12MB): High-quality upscaling with better detail preservation
  • Default (2MB): Standard upscaling model

• MAXIM Models (8MB each):

  • Specialized models for specific image enhancement tasks
  • Optimized for 64x64 patches
  • Automatic input size adjustment

Implementation

• Built with React and TypeScript
• Uses TensorFlow.js for model inference
• WebGL acceleration for processing
• Efficient memory management
• Progressive enhancement support

Development

# Install dependencies
npm install

# Start development server
npm run dev

# Build for production
npm run build

# Preview production build
npm run preview

Browser Support

Enhance works in modern browsers that support:

• WebGL 2.0
• WebAssembly
• Modern JavaScript features

License

MIT © Addy Osmani

Acknowledgments

• ESRGAN for the base super-resolution models
• MAXIM for the enhancement models
• TensorFlow.js team for the web ML runtime