AgroGenesis is a mobile application that bridges the gap between farmers and technology. By integrating machine learning, real-time data, and essential services, AgroGenesis empowers farmers to make data-driven decisions for improved agricultural outcomes.
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Farmer-Friendly Registration 👨🌾
Simple OTP-based registration to ensure ease of use. -
Real-Time Weather Updates 🌦️
Provides daily weather forecasts using the OpenWeather API. -
Crop Prediction 🌱
Suggests suitable crops based on soil parameters like Nitrogen (N), Phosphorus (P), Potassium (K), rainfall, humidity, pH, season, and region using a Random Forest Classifier ML model. -
Supplier Network 🤝
Connects farmers with suppliers for seeds, fertilizers, machinery, and other farming essentials.
- Flutter: For a seamless and responsive mobile experience.
- Firestore: For secure data storage and real-time updates.
- Flask: Serves the machine learning models and custom APIs.
- OpenWeather API: Real-time weather data.
- ML models for crop prediction, developed with Scikit-learn.