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Smart Irrigation AI
Predictive irrigation system using XGBoost and weather data to optimize water usage
Overview
Smart Irrigation AI uses machine learning to predict optimal irrigation schedules. By combining historical weather data, soil moisture sensors, and crop-specific water requirements, the system recommends when and how much to water. The system can reduce water usage by up to 30% while maintaining crop health.
Key features
Weather-based irrigation predictions
Crop-specific water requirements
Up to 30% water savings
7-day forecast integration
Tech stack
XGBoost · aiScikit-learn · aiPandas · aiFastAPI · backendWeather API · other