README.md

metadata

title: ForestAI Tree Detection
emoji: 🌲
colorFrom: green
colorTo: yellow
sdk: gradio
sdk_version: 5.34.0
app_file: app.py
pinned: false
license: mit

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. Upload a GeoTIFF file
2. Select feature type to detect
3. Click "Analyze Image"
4. Explore the interactive split-view map
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.