prathamrajbhar11/Poshan-fertilizer-recommendation

🧪 Poshan — Fertilizer Recommendation Model

Part of the KissanSahyog agritech platform.

Poshan (Hindi: पोषण) means "nourishment / nutrition".

Model Files

File	Description
fertilizer_model.pkl	Fertilizer classifier
columns.pkl	Input feature column order
label_encoder.pkl	Fertilizer name label encoder

Inputs

• Soil Type, Crop Type (categorical)
• Temperature, Humidity, Moisture, N, P, K (numeric)

Output

• Recommended fertilizer name + dosage notes

Usage

import joblib
import pandas as pd
model = joblib.load("fertilizer_model.pkl")
cols = joblib.load("columns.pkl")
enc = joblib.load("label_encoder.pkl")
pred = model.predict(pd.DataFrame([your_input], columns=cols))
print(enc.inverse_transform(pred))