Asorbono-Dominic/agroguard-ghana

AI crop loss risk prediction for Ghanaian farmers # AgroGuard Ghana An AI-powered crop loss risk prediction system for Ghanaian farmers. ## Overview AgroGuard Ghana accepts farmer inputs (region, crop type, planting date), fetches real-time weather data, and uses a trained machine learning model to predict crop loss risk and deliver actionable recommendations via SMS. ## Tech Stack - Frontend: React + Tailwind CSS - Backend: FastAPI (Python) - ML: XGBoost + SHAP - SMS: Africa's Talking API - Weather: Open-Meteo API (free, no key required) ## Project Structure frontend/ React app backend/ FastAPI API server ml-service/ ML training and inference scripts data/ Datasets (not committed to Git) docs/ API documentation scripts/ Utility scripts ## Status Under active development — Ghana AI Innovation Challenge 2026