PlantGuard AI

AI-Powered Plant Disease Detection System

Overview

PlantGuard AI is a web application that helps farmers and agricultural officers detect plant diseases using AI. Upload a leaf image and get instant disease diagnosis with treatment recommendations.

Tech Stack

Frontend

• React + TypeScript
• Vite
• Tailwind CSS
• shadcn/ui

Backend

• Python (FastAPI)
• TensorFlow/Keras for AI model
• SQLite database

Getting Started

Prerequisites

• Node.js (v18+)
• Python (v3.9+)

Frontend Setup

# Clone the repository
git clone https://github.com/doffy074/Agro.git

# Navigate to project directory
cd Agro/plantwise-ai

# Install dependencies
npm install

# Start development server
npm run dev

Backend Setup

# Navigate to backend directory
cd backend

# Create virtual environment
python -m venv venv

# Activate virtual environment (Windows)
.\venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Start the backend server
uvicorn main:app --reload

Features

• 🌱 AI-powered plant disease detection
• 👨‍🌾 Farmer dashboard for uploading images and viewing predictions
• 👮 Officer dashboard for reviewing and validating predictions
• 🔐 Role-based authentication (Admin, Officer, Farmer)
• 📊 Statistics and analytics

Environment Variables

Create a .env file in the root directory with the following:

VITE_API_URL=http://localhost:8000