NoluvuyoSigcau/Drive-AI-Monitoring-System

DriveSafe AI is a browser-based artificial intelligence system developed by Group Fan Tech Sticks as part of the Capaciti Tech Career Accelerator AI Bootcamp (Week 3). The system addresses driver fatigue – a leading contributor to road accidents in South Africa – through real-time computer vision and image classification. Using a webcam feed. # 🚗 DriveSafe AI > **Real-time driver fatigue detection powered by computer vision — keeping South African roads safer.** --- ## 📌 Overview **DriveSafe AI** is a browser-based artificial intelligence system developed by **Group Fan Tech Sticks** as part of the **Capaciti Tech Career Accelerator AI Bootcamp (Week 3)**. The system addresses **driver fatigue** — one of the leading contributors to road accidents in South Africa — through real-time computer vision and image classification using a live webcam feed. No hardware installations required; it runs entirely in the browser. --- ## 🚨 The Problem Driver fatigue is a silent killer on South African roads. Drowsy drivers experience: - Slower reaction times - Reduced situational awareness - Microsleep episodes behind the wheel DriveSafe AI aims to detect early warning signs of fatigue and alert drivers before it's too late. --- ## ✨ Features - 🎥 **Live Webcam Feed** — Captures real-time video directly from the driver's browser - 🧠 **AI Image Classification** — Detects signs of drowsiness using computer vision models - ⚡ **Real-Time Alerts** — Instantly warns the driver when fatigue is detected - 🌐 **Browser-Based** — No installation needed; runs entirely in the browser - 🔒 **Privacy First** — All processing happens locally; no video data is stored or transmitted --- ## 🛠️ Tech Stack | Layer | Technology | |---|---| | Frontend | HTML5, CSS3, JavaScript | | AI / ML | TensorFlow.js / Computer Vision | | Camera Access | WebRTC (getUserMedia API) | | Classification | Image Classification Model | | Platform | Browser-based (Chrome recommended) | --- ## 🚀 Getting Started ### Prerequisites - A modern web browser (Google Chrome recommended) - A working webcam - Internet connection (for initial model load) ### Installation ```bash # Clone the repository git clone github.com # Navigate into the project folder cd drivesafe-ai # Open in browser open index.html ``` > …