Check Out Amazing The Website
:- https://crop-prediction-application.streamlit.app/
Crop Prediction Model
This is a machine learning model developed to predict the most suitable crop to cultivate based on key environmental factors such as:
Geolocation (Latitude & Longitude)
Temperature
Humidity
Rainfall
Soil pH
Nitrogen
Phosphorus
Potassium
Application Interface
This model is integrated into a Streamlit-based web app that allows users to:
- Use Map + GPS detection to fetch their current location.
- Manually input latitude and longitude for location-specific predictions.
The model uses refined agricultural datasets and custom preprocessing techniques to achieve accurate crop recommendations optimized for Indian farming conditions.
For Dataset you may refer :- Crop Production Data ( Raw + Refined) | Kaggle