A GeoAI tool for flood risk assessment using satellite imagery and Hugging Face models
Project description
Flood GeoAI Tool
A Python package for automated flood risk assessment using satellite imagery and deep learning models from Hugging Face.
Features
- 🤗 Automatic Model Downloads: Pre-trained models from Hugging Face Hub
- 🛰️ Satellite Imagery Processing: Supports various satellite data formats
- 🏢 Building Footprint Analysis: Identify flooded structures
- 🌊 Flood Risk Mapping: Generate detailed risk assessment maps
- 📊 Multiple Output Formats: Shapefiles, GeoJSON, statistics, and reports
- ⚡ GPU Support: Automatic CUDA detection for faster inference
Installation
pip install flood-geoai-tool
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flood_geoai_tool-2.0.0.tar.gz
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