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forestaiUs/treeextraction-ndvi

sourceHugging Facemitupdated 1y agoView on Hugging Face
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App README

ForestAI - Tree Detection from Satellite Imagery

Upload a GeoTIFF file to detect and map trees using AI-powered imagery analysis. This application provides:

  • —🌲 Automated tree detection from satellite imagery
  • —🗺️ Interactive split-view map visualization
  • —📊 Feature extraction and analysis
  • —🎯 Multiple feature types (trees, buildings, water, roads)

How to Use

  1. 1.Upload a GeoTIFF file
  2. 2.Select feature type to detect
  3. 3.Click "Analyze Image"
  4. 4.Explore the interactive split-view map
  5. 5.Use the slider to compare base map and satellite imagery

Technology

Built with:

  • —Gradio for the web interface
  • —GeoPandas and Rasterio for geospatial processing
  • —Folium for interactive mapping
  • —AI-powered feature extraction algorithms

Migration Notes

This version has been migrated and optimized from a local development version for Hugging Face Spaces deployment while preserving core functionality.