🌿 AgriNex - Sustainable Crop Management System

AgriNex is a comprehensive AI-powered agricultural platform designed to optimize crop yields and soil health. It combines a high-performance Flask backend with a premium, animated React frontend to provide actionable insights for farmers and agronomists.

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🌟 Project Overview

AgriNex provides a suite of tools for modern agriculture:

1. Crop Prediction: AI-driven crop selection based on soil nutrients and weather.
2. Fertilizer Recommendation: Tailored nutrient management advice.
3. Plant Disease Detection: Image-based diagnosis using Deep Learning (ResNet9).
4. Weather Forecasting: Integrated 5-day forecasts for precise planning.

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🏗️ Architecture

• Frontend: React 19, Vite, Framer Motion, Lottie, Bootstrap 5.
• Backend: Flask (Python), PyTorch, Pandas, Scikit-learn.
• Models: Pre-trained Random Forest for crops and ResNet9 for diseases.

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🚀 Getting Started

To run the full system, you need to start both the backend and frontend.

1. Backend Setup (Flask)

# Navigate to the backend directory
cd backend

# Install dependencies
pip install flask flask-cors requests pandas torch torchvision pillow scikit-learn

# Start the server
python app.py

Backend will run on http://127.0.0.1:5000

2. Frontend Setup (React)

# Navigate to the Frontend directory
cd Frontend

# Install dependencies
npm install

# Start the dev server
npm run dev

Frontend will run on http://localhost:5173

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📂 Repository Structure

Sustainable-Crop-Management-System/
├── backend/            # Flask API & AI Models
│   ├── data/           # CSV datasets
│   ├── models/         # Trained .pkl and .pth files
│   └── app.py          # Main API entry
└── Frontend/           # React Application
    ├── src/            # Components & Pages
    └── package.json    # Frontend dependencies

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🎨 Visual Experience

The project features a Premium Animated UI with:

• Liquid Backgrounds: Smooth Lottie animations.
• Reveal Effects: Framer Motion entrance animations for every section.
• Micro-interactions: Responsive hover states and tactile feedback.

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Developed for Sustainable Agriculture & AI Innovation.