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