https://github.com/utkarsh5026/studio

An image optimization platform built with react
https://github.com/utkarsh5026/studio

image image-analysis image-compression image-processing nodejs react typescript vite

Last synced: 22 days ago
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An image optimization platform built with react

• Host: GitHub
• URL: https://github.com/utkarsh5026/studio
• Owner: utkarsh5026
• License: mit
• Created: 2025-01-06T13:23:27.000Z (28 days ago)
• Default Branch: main
• Last Pushed: 2025-01-06T14:03:31.000Z (28 days ago)
• Last Synced: 2025-01-06T14:47:49.694Z (28 days ago)
• Topics: image, image-analysis, image-compression, image-processing, nodejs, react, typescript, vite
• Language: JavaScript
• Homepage:
• Size: 85.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Image Analysis Studio

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

## Screenshots

![Luminance](./images/luminance.png)

![Compression](./images/compression.png)

![Quality](./images/quality.png)

![Color](./images/color.png)

## 🚀 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

## 🛠️ 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)

## 🔮 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