Abdalllah/AgriTech

�� Intelligent Crop Irrigation Advisor

AI-powered system for crop recommendation and smart irrigation optimization using machine learning.

Features

• —Crop Recommendation: Get optimal crop suggestions based on soil and environmental conditions
• —Irrigation Optimization: Calculate precise water requirements for maximum efficiency
• —Smart Classification: Analyze irrigation status and health metrics

Models

• —Crop Recommendation: RandomForest (99.32% accuracy)
• —Irrigation Optimization: CatBoost (R²=0.974)
• —Smart Irrigation Classifier: CatBoost (83.61% accuracy)

Usage

Try the live demo above! Input your soil parameters and environmental conditions to get recommendations.