AgriTech-Hub

Overview

AgriTech-Hub is an advanced agriculture-based platform designed to empower farmers and agricultural professionals with real-time insights, smart recommendations, and a collaborative knowledge-sharing space. It integrates AI, real-time data, and community-driven insights to optimize farming practices and improve crop productivity.

Features

• Interactive Knowledge Hub: A space for farmers to share knowledge, best practices, and farming techniques.
• Crop Recommendation System: Provides crop suggestions based on soil quality, weather conditions, and user preferences.
• Smart Weather Updates: Delivers real-time and location-based weather information.
• Plant Disease Detection: AI-powered tool to detect plant diseases through image analysis.
• Localized Language Support: Available in English, Hindi, and Bengali using React-i18next.
• Community Forum: Enables discussions, problem-solving, and idea-sharing among users.
• Government Schemes & Subsidies: Provides updated information on agricultural schemes and subsidies.

⚙ Screenshots

Login Page

Home Page

Features Page

Plant Disease Detector

Tech Stack

Frontend

• Framework: React (Vite) with Tailwind CSS
• State Management: Context API / Redux (if required)
• Localization: React-i18next
• PWA Support: Enabled for offline access

Backend

• Framework: Node.js with Express.js
• Database: Firebase (for user data and preferences)
• APIs Used:
  • Soil Data: SoilGrids API
  • Weather Updates: OpenWeather API
  • Crop Details: OpenFarm API

Machine Learning

• Plant Disease Detection Model: Custom TensorFlow model (trained on 8 classes, achieving >85% accuracy)
• Image Processing: Flask-based backend API for model inference

Installation

Prerequisites

• Node.js & npm
• Python (for ML model)
• Firebase project setup

Steps

1. Clone the Repository

   git clone https://github.com/Dsmita03/AgriTech-Hub

2. Install Dependencies

   # Frontend
   cd frontend
   npm install
   
   # Backend
   cd ../backend
   npm install

3. Start the Backend Server

   cd backend
   node server.js

4. Start the Frontend

   cd frontend
   npm run dev

API Endpoints

• GET /weather: Fetches real-time weather updates.
• POST /recommend-crop: Returns crop suggestions based on soil and weather data.
• POST /detect-disease: Processes plant images to detect diseases.

Future Enhancements

• AI-driven pest control recommendations.
• Blockchain-based supply chain tracking for agricultural products.
• Voice assistant integration for hands-free usage.

Contributors

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Feel free to contribute, suggest improvements, or report issues!