Bovision AI - पशु दृष्टि बुद्धिः [ Animal Vision Intelligence ]

AI-powered system for morphometric measurement and ATC scoring of cattle and buffaloes from side-view images.

Features

• 🐄 AI-based breed classification for cattle and buffaloes
• 📏 Automated morphometric measurements (body length, heart girth, height, hip width)
• 📊 ATC scoring and body condition assessment
• 📈 Dashboard with analytics and charts
• 🔐 JWT authentication
• 🌙 Dark/light mode
• 📱 Responsive design

Tech Stack

• Frontend: React 18, Vite, TailwindCSS, Recharts, Framer Motion, Zustand
• Backend: Node.js, Express, MongoDB, Mongoose, JWT
• Tools: Multer (uploads), bcryptjs, helmet, CORS

Setup

Prerequisites

• Node.js 18+
• MongoDB running locally or a MongoDB Atlas URI

Installation

# Install all dependencies
npm run install:all

# Copy and configure environment
cp server/.env.example server/.env
# Edit server/.env with your MongoDB URI and JWT secret

# Seed sample data
npm run seed

# Start development (both client and server)
npm run dev

Demo Account

After seeding: demo@example.com / password123

URL - bovisionai.vercel.app

API Endpoints

Method	Endpoint	Description
POST	/api/auth/register	Register user
POST	/api/auth/login	Login
GET	/api/auth/me	Get current user
PUT	/api/auth/profile	Update profile
PUT	/api/auth/password	Change password
GET	/api/classifications	List classifications
POST	/api/classifications	Create classification (multipart)
GET	/api/classifications/:id	Get single classification
DELETE	/api/classifications/:id	Delete classification
GET	/api/classifications/dashboard	Dashboard stats

Project Structure

├── server/          # Express API
│   ├── config/      # DB & app config
│   ├── controllers/ # Route handlers
│   ├── middleware/   # Auth, upload, errors
│   ├── models/      # Mongoose schemas
│   ├── routes/      # API routes
│   ├── services/    # Classification engine
│   └── seed.js      # Sample data seeder
├── client/          # React SPA
│   └── src/
│       ├── components/  # UI components
│       ├── pages/       # Route pages
│       ├── stores/      # Zustand stores
│       ├── services/    # API client
│       └── hooks/       # Custom hooks
└── README.md