IBM Hack Challenge - 2021

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

Team Members

Demo

Demonstration - https://www.youtube.com/watch?v=6rIo71cWklI
Deployed Frontend - https://agrioracle.herokuapp.com/

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 |

| 2. Crop Recommendation extra information |

| 3. Crop Yield Prediction |

| 4. Crop Price Prediction |