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sbsps-challenge-5238-ai-assisted-farming-for-crop-recommendation-farm-yield-prediction-application's Introduction

Logo

IBM Hack Challenge - 2021

Team Name - AgriOracle
Problem Title - AI-Assisted Farming for Crop Recommendation & Farm Yield Prediction Application

Team Members

Demo

Installation - Backend

Create Python Virtual Env

  python3 -m venv env

Install the Required Dependencies

  pip3 install -r requirements.txt

Activate the Environment

  source env/bin/activate

Create a config.py file with database_uri in app directory

Run the App

  python3 run.py

Installation - Frontend

Install the Required Dependencies

  npm i

Run the Project

  npm start

Features

  • Crop Recommendation
  • Crop Yield Prediction
  • Crop Price Prediction
  • Crop Monitoring based on Satellite Image
  • User can make their own Personal Model
  • User can use our 3rd Party REST API Services

Screenshots

| 1. Crop Recommendation |

App Screenshot | 2. Crop Recommendation extra information |

App Screenshot | 3. Crop Yield Prediction |

App Screenshot | 4. Crop Price Prediction | App Screenshot

sbsps-challenge-5238-ai-assisted-farming-for-crop-recommendation-farm-yield-prediction-application's People

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