AI Crop Predictor 🤖
Enter your land details — soil type, pH, rainfall, temperature — and our trained ML model will recommend the best crops for your field with confidence scores.
🌱 Enter Your Land Details
Based on 22 soil & climate parameters used in ICAR research
Awaiting Your Land Data
Fill in the form on the left and click Predict to see which crops are best suited for your field.
🎯 Top Crop Recommendations
Based on your soil & climate inputs
📊 Agronomist's Note
How the AI Prediction Works
Our model uses a multi-feature Decision Tree trained on Indian agro-climatic zone datasets from ICAR, Krishi Vigyan Kendras, and state agriculture departments.
Input Features
Soil pH, NPK values, rainfall, temperature, humidity and region are collected as 10 input features.
Decision Tree Model
A multi-class Decision Tree classifier splits data by the most informative feature at each node.
Confidence Scoring
Each predicted crop receives a suitability score based on how closely your inputs match ideal growing conditions.
Top-3 Ranking
Results are ranked by suitability score. The #1 crop is the best fit; others are viable alternatives.