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RSK World
satellite-images
RSK World
satellite-images
Satellite Images Dataset - Land Cover Classification + Building Detection + Remote Sensing + Geospatial Analysis
satellite-images
  • __pycache__
  • data
  • visualizations
  • .gitignore780 B
  • ADVANCED_FEATURES.md7.2 KB
  • ATTRIBUTION.md1.5 KB
  • DATA_SUMMARY.md3.9 KB
  • DOWNLOAD_REAL_DATA_GUIDE.md3.4 KB
  • ERROR_FIXES_SUMMARY.md3.2 KB
  • GITHUB_RELEASE_INSTRUCTIONS.md4.9 KB
  • LICENSE1.2 KB
  • PROJECT_INFO.md3 KB
  • QUICK_DOWNLOAD_GUIDE.md2.1 KB
  • QUICK_START_ADVANCED.md2 KB
  • README.md8.1 KB
  • RELEASE_NOTES_v1.0.0.md7.1 KB
  • advanced_example.py11 KB
  • advanced_processing.py17.3 KB
  • advanced_visualization.py15.5 KB
  • batch_processing.py11.9 KB
  • batch_processor.py10.8 KB
  • check_errors.py6.9 KB
  • config.py1.1 KB
  • create_placeholder_image.py3.5 KB
  • create_sample_images.py5.3 KB
  • data_loader.py6 KB
  • download_real_images.py5 KB
  • download_real_satellite_data.py8.4 KB
  • download_with_landsatxplore.py4.6 KB
  • download_with_sentinelsat.py6 KB
  • enhanced_real_image_downloader.py17.8 KB
  • example_usage.py4.3 KB
  • generate_sample_data.py7.2 KB
  • get_real_satellite_data.py9.6 KB
  • index.html18.5 KB
  • ml_features.py11.8 KB
  • ml_integration.py13.6 KB
  • process_images.py7 KB
  • real_image_downloader.py15.7 KB
  • requirements.txt632 B
  • requirements_download.txt474 B
  • satellite-images.png2.6 MB
  • setup.py1.6 KB
  • visualize.py5.8 KB
PROJECT_INFO.md
PROJECT_INFO.md
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PROJECT_INFO.md

# Satellite Image Dataset - Project Information

<!--
Satellite Image Dataset Project
Created by: RSK World
Website: https://rskworld.in
Email: help@rskworld.in
Phone: +91 93305 39277
-->

## Project Details

This project matches the following specification:

```php
[
'id' => 21,
'title' => 'Satellite Image Dataset',
'category' => 'Image Data',
'description' => 'Satellite imagery dataset with land cover classification, urban planning, and environmental monitoring labels for remote sensing applications.',
'full_description' => 'This dataset includes high-resolution satellite images with land cover classifications, building detection, and environmental monitoring labels. Perfect for remote sensing, urban planning, agriculture monitoring, and geospatial analysis.',
'technologies' => ['PNG', 'TIFF', 'GeoTIFF', 'NumPy', 'OpenCV'],
'difficulty' => 'Advanced',
'source_link' => './satellite-images/satellite-images.zip',
'demo_link' => './satellite-images/',
'features' => [
'High-resolution images',
'Land cover labels',
'Building detection',
'Multiple regions',
'Geospatial metadata'
],
'icon' => 'fas fa-image',
'icon_color' => 'text-info',
'project_image' => './satellite-images/satellite-images.png',
'project_image_alt' => 'Satellite Image Dataset - rskworld.in'
]
```

## File Structure

```
satellite-images/
├── index.html # Main demo page
├── README.md # Project documentation
├── requirements.txt # Python dependencies
├── setup.py # Package setup script
├── config.py # Configuration settings
├── process_images.py # Image processing utilities
├── data_loader.py # Dataset loader
├── visualize.py # Visualization tools
├── example_usage.py # Usage examples
├── create_placeholder_image.py # Placeholder image generator
├── LICENSE # MIT License
├── .gitignore # Git ignore rules
├── data/ # Data directory
│ ├── images/ # Satellite images
│ ├── labels/ # Land cover labels
│ ├── metadata/ # Geospatial metadata
│ ├── building_detection/ # Building annotations
│ └── samples/ # Sample data files
└── visualizations/ # Output directory
```

## Quick Start

1. **Install dependencies:**
```bash
pip install -r requirements.txt
```

2. **Run example:**
```bash
python example_usage.py
```

3. **View demo:**
Open `index.html` in a web browser

## Contact Information

**RSK World**
- Website: https://rskworld.in
- Email: help@rskworld.in
- Phone: +91 93305 39277

---

*All files in this project include attribution comments to RSK World.*

About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

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Contact Info

Nutanhat, Mongolkote
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India, 713147

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