Git Product home page Git Product logo

phantom-studiosad / intelligent_cropprediction_system Goto Github PK

View Code? Open in Web Editor NEW
7.0 1.0 7.0 1.17 MB

An Intelligent Crop Recommendation system using Machine Learning that predicts crop suitability by factoring all relevant data such as temperature, rainfall, location, and soil condition. This system is primarily concerned with performing AgroConsultant's principal role, which is to provide crop recommendations to farmers.

License: Apache License 2.0

Jupyter Notebook 100.00%
crop crop-prediction crop-recommendation machine-learning data-science

intelligent_cropprediction_system's Introduction

Intelligent_CropPrediction_System

Agriculture and associated sectors account for roughly 18 percent of India's Gross Value Added (GVA). A large-scale, ill-informed decision by farmers could have a severe impact on the entire economy of a region. We ought to build a system that can provide Indian farmers with predictive insights, allowing them to make better decisions about which crops to produce.In most circumstances, a farmer's decision on which crop to cultivate is impacted by his intuition as well as other irrelevant aspects such as generating fast profits, being oblivious of market demand, overestimating the potential of a soil, and so on. The farmer's unwise decision could put his family's financial status under severe strain. Perhaps this will lead to debt, which is one of the numerous contributing factors to the significant number of farmer suicides.

We propose an Intelligent Crop Recommendation system using Machine Learning that predicts crop suitability by factoring all relevant data such as temperature, rainfall, location, and soil condition. This system is primarily concerned with performing AgroConsultant's principal role, which is to provide crop recommendations to farmers.

Created & Maintained By

DHARUN NARAYANAN L K
(Twitter) (LinkedIn) (Instagram)

ASHWANTH K
(Twitter) (Instagram)

D T SUVANESH
(Twitter) (Instagram)

B VIGNESH
(Twitter) (Instagram)

If you found this project helpful or you learned something from the source code and want to thank me, I would be very glad if you can appreciate my work with your kind donations. ๐Ÿ’ฐ

Tools Used

EDITOR:

intelligent_cropprediction_system's People

Contributors

ashwanth-07 avatar dharun-narayanan avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.