GithubHelp home page GithubHelp logo

croptyperecognition's Introduction

Crop Recognition using Convolutional Neural Networks

This repository contains a Java project for crop recognition using Convolutional Neural Networks (CNNs). The project aims to accurately identify and classify two types of crops: maize and wheat.

Features

  • Utilizes convolutional neural networks for image classification.
  • Trained on a large dataset of maize and wheat crop images.
  • Provides accurate predictions for input images of maize or wheat crops.

Installation

To use this project, you need to have Java and the required dependencies installed. Follow these steps to get started:

  1. Clone this repository to your local machine.
    git clone https://github.com/iiasa/CropTypeRecognition.git

croptyperecognition's People

Contributors

antosubash avatar marcialsg avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar  avatar

Forkers

kiki-pku

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.