spsaswat / FarmHelper_NS270_TechnoBuilders

Farmer Helper

App, Website and APIs to help farmers for estimation of their yield

-This project is a complete teamwork.

TechnoBuilders
Winner SIH 2020 - NS270
Team Members

• Saswat Panda
• Abhishek Sunil Tiwari
• Dipan Polley
• Biswajit Satapathy
• Preethi Chandirasekeran
• Bera Rahul Dilip

View our comprehensive Project Report at the link below

Click Here to View our Full Project Report

Technology Stack

• Mobile App (Used by farmers)
• Web Interface (Used by government officials (DOA))
• Machine Learning model for Crop Yield Estimation
• Machine Learning model for Disease prediction
• Machine Learning model for Disease Based Yield Prediction

Softwares and Technologies Used

Mobile App Features

• Healthy Crop Yield Estimation
• Disease Prediction
• Report Crop Failure
• Voice Chatbot
• Hindi to English and English to Hindi
• Call for Assistance
• Add/Update Crop details
• View Crop details
• OTP Verification

Website Features

• View all crop failure reports from farmers
• Resolve feature for crop failure reports that have been resolved
• View all registered users
• View history of crop yield estimation by farmers
• View history of diseased crop yield estimation by farmers

Outputs for Disease Crop Yield Estimation

Website link
Website github link

Figma Design for App
Drive Link For Video, PPT and APKS

Datasets
Dataset Link For Disease Detection
Dataset Link For Diseased Crop Yield Prediction
Dataset Link For Healthy Crop Yield Prediction