AI Face Recognition & Monitoring System

# AI Face Recognition & Intelligent Monitoring System Development ## Project Description I am looking for an experienced AI/Computer Vision developer (or team) to build a **real-time AI Face Recognition & Intelligent Monitoring System** for security and attendance management. The system should be capable of detecting and recognizing faces from live camera feeds, tracking individuals, monitoring activities, and providing a web-based dashboard for administrators. The goal is to create a scalable, production-ready solution rather than a simple face recognition demo. ## Scope of Work The system should include the following core features: ### Face Detection * Detect multiple faces in real time from webcam or IP camera streams. * Support high detection accuracy under different lighting conditions. * Draw bounding boxes with confidence scores. ### Face Recognition * Register and recognize authorized individuals. * Identify unknown or unregistered persons. * Maintain a database of registered users with facial embeddings. ### Attendance Management * Automatically record check-in and check-out times. * Generate attendance logs and reports. * Prevent duplicate attendance records. ### Visitor Management * Detect unknown visitors. * Capture snapshots of unknown individuals. * Store visit history with timestamps. * Allow administrators to review visitor records. ### Person Tracking * Track individuals across video frames. * Support tracking across multiple cameras (preferred). * Display movement history and timestamps. ### Security Monitoring * Detect unauthorized access. * Generate configurable alerts for unknown individuals or restricted-area entry. * Maintain event logs for all security-related incidents. ### Admin Dashboard The dashboard should provide: * Live camera feeds * Registered users management * Attendance reports * Visitor logs * Event history * Search by name, date, or ID * Analytics and statistics * Alert notifications ### User Management * Add, edit, and delete registered users. * Upload multiple images for enrollment. * Automatically generate facial embeddings. * Manage user roles and permissions. ## Preferred Technical Stack I am open to recommendations, but experience with the following technologies is preferred: * Python * FastAPI or Django * OpenCV * PyTorch * YOLO * InsightFace / ArcFace / FaceNet * React.js or Next.js * PostgreSQL * Docker * WebSockets * REST APIs ## Deliverables * Complete source code * Responsive web dashboard * Backend APIs * Database design * Face recognition and monitoring modules * Deployment documentation * Installation guide * Technical documentation * Testing and bug fixes ## Nice-to-Have Features The following features are optional but would be considered a strong advantage: * Liveness detection (anti-spoofing) * Face mask detection * Emotion detection * Age estimation * Real-time notifications (Email/SMS/WhatsApp) * Multi-camera support * Mobile-friendly dashboard * Cloud deployment * Audit logs * Role-based access control * AI-based suspicious activity detection ## What I'm Looking For I'm seeking a developer or team with proven experience in: * Computer Vision * Face Recognition * Deep Learning * AI-based Surveillance Systems * Real-time Video Processing * Backend API Development * Dashboard Development Please include the following in your proposal: * Relevant AI/computer vision projects you've completed. * Your recommended tech stack and architecture. * Estimated timeline. * Estimated budget. * Any suggestions to improve the system. The final product should be secure, scalable, well-documented, and suitable for deployment in a real-world environment.