AI/ML pipeline converting village LiDAR point clouds into waterlogging risk maps and gravity-fed drainage plans for Gram Panchayats | IIT Tirupati × MoPR Hackathon
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Apr 15, 2026 - Python
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waterlogging
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SafeNav is an intelligent, ML-powered waterlogging precaution and monitoring system designed to help users navigate safely during monsoon seasons. It combines real-time weather data with machine learning models to assess flood risks, offering smart route alternatives to avoid waterlogged streets and ensure safe travel.
nextjs leaflet aiml openweathermap-api flood kaggle-dataset random-forest-classifier tailwindcss gemini-api random-forest-regression fastapi clerk kiro waterlogging
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Dec 30, 2025 - Python
Django web application for monitoring waterlogging risk in agricultural fields using Sentinel-1 satellite data
python django monitoring agriculture mapping leaflet gis pandas webapp satellite-imagery risk-assessment sentinel-1 crop-monitoring waterlogging
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Dec 28, 2025 - Python
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