GithubHelp home page GithubHelp logo

prince-c11 / crop_recommendation_api Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 412 KB

A crop recommendation API using a machine learning with an accuracy of 99.18%.

Procfile 3.69% Python 96.31%
api crop-recommendation flask-api machine-learning project random-forest

crop_recommendation_api's Introduction

Crop Recommendation API

This project implements a crop recommendation system using a Random Forest classifier with an accuracy of 99.18%. It is deployed and accessible at cropok-production.up.railway.api.

Features

  • Utilizes Random Forest algorithm for accurate crop recommendations.
  • Converts the model into a Flask API for easy integration.

Input Parameters

  • Nitrogen
  • Phosphorus
  • Potassium
  • Temperature
  • Humidity
  • Ph

Note

The API is currently not working due to the free trial limit being exceeded. You are free to deploy and use it in your own environment.

crop_recommendation_api's People

Contributors

prince-c11 avatar

Watchers

avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.