Color Correction Reporting System

[agfianf]

🎯 Color Correction Reporting System

📋 Description

This PR introduces a comprehensive reporting system for the color correction library, enabling users to benchmark different correction methods and generate detailed HTML reports with interactive features.

✨ Key Features

• Automated Benchmarking: Compare multiple correction methods with different parameters
• Interactive HTML Reports:
  • Sortable tables
  • Before/After visualizations
  • Color difference metrics
  • PDF export capability
• Visual Comparisons: Side-by-side visualization of color patches
• Detailed Metrics: Comprehensive ΔE measurements for both patches and full images

🔍 Technical Details

• New CorrectionReport class replacing previous benchmark implementation
• HTML report generation with responsive design
• Enhanced image processing utilities
• Structured templates for consistent report styling

📚 Documentation

• Added reporting section in README with example usage
• Included sample benchmark output visualization
• Updated version to 0.0.1b2

🧪 Testing

Please verify:

• Report generation with different correction methods
• HTML report interactivity
• PDF export functionality
• Visual comparisons accuracy
• Metrics calculations

📸 Screenshots

See sample benchmark output in README for visual reference.