Optimizing AI-Driven Accident Detection System -- 2

Cliente Freelancer · Remoto · Remoto · freelance · mid · 750–1250 INR

Publicada el 2026-07-23

Descripción de la oferta

AI-Based Road Accident Detection System I have developed an AI-powered Road Accident Detection System that automatically detects road accidents in real time using CCTV or surveillance camera footage. The system uses a trained YOLOv8 deep learning model to identify accidents from live video streams and immediately generates alerts. The application includes a modern React frontend, a Node.js/Express backend, and a Flask-based AI service for inference. Accident records, images, and notifications are securely stored using MongoDB and Cloudinary. The system provides a dashboard where users can monitor detected accidents, view incident history, and manage alerts. Key Features Real-time accident detection using YOLOv8 Live CCTV/RTSP video stream support Automatic alert generation Dashboard for monitoring accidents Secure user authentication with JWT Cloud image storage using Cloudinary MongoDB database integration Responsive React-based user interface REST API architecture Deployable on cloud platforms such as Render and Vercel Technology Stack Frontend: React.js, Tailwind CSS Backend: Node.js, Express.js AI Service: Python, Flask, YOLOv8, OpenCV Database: MongoDB Atlas Storage: Cloudinary Authentication: JWT Version Control: Git & GitHub The project demonstrates practical implementation of Artificial Intelligence, Computer Vision, and Full-Stack Web Development to improve road safety by enabling faster accident detection and emergency response.

Skills

• React
• Node.js
• JavaScript
• Computer Vision
• Flask
• Angular
• Tailwind CSS
• REST APIs
• Express
• HTML
• UI/UX Design
• Deep Learning
• MongoDB
• Python
• Vercel
• Render
• GitHub
• CSS
• JWT
• Git

Fuente original: freelancer