smartinternz02 / SBSPS-Challenge-5238-AI-Assisted-Farming-for-Crop-Recommendation-Farm-Yield-Prediction-Application

Team - AgriOracle - IBM Hack Challenge 2021 - AI-Assisted Farming for Crop Recommendation & Farm Yield Prediction Application

IBM Hack Challenge - 2021

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

Team Members

• @pavanpandya
• @rutvik2012-ksv
• @tsankesara
• @nisarg0606

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 |