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Image Analysis Studio

A sophisticated web application for analyzing and optimizing images with detailed performance metrics, quality analysis, and compression recommendations.

Screenshots

Luminance Compression Quality Color

๐Ÿš€ Features

1. Performance Analysis

  • Memory usage tracking and visualization
  • Bandwidth requirement calculations
  • Loading time estimations
  • Browser compatibility checks
  • Resolution and aspect ratio analysis

2. Quality Metrics

  • File size to resolution ratio analysis
  • Loading time estimation on different network conditions
  • Memory usage calculations
  • Rendering impact assessment
  • Network transfer size calculations

3. Color Analysis

  • Dominant color extraction using K-means clustering
  • Saturation analysis
  • Web worker implementation for performance

4. Compression Analysis

  • Format-specific optimization recommendations
  • Artifact detection
  • Quality impact assessment
  • Lossless compression potential analysis

๐Ÿ› ๏ธ Technology Stack

  • Frontend Framework: React with TypeScript
  • Build Tool: Vite
  • State Management: Redux (with Redux Toolkit)
  • Charts: Recharts
  • Styling: Tailwind CSS
  • Performance: Web Workers
  • Native Integration: Rust (experimental)

๐Ÿ”ฎ Future Enhancements

  1. Advanced compression algorithms
  2. Batch processing capabilities
  3. Export/import functionality
  4. Integration with cloud storage services
  5. Enhanced Rust integration for performance-critical operations