AI Real-Time Face Recognition Attendance & Security System
High-accuracy biometric face recognition attendance and surveillance system using deep 128-d facial embeddings (FaceNet) with anti-spoofing liveness detection.
### AI Real-Time Face Recognition Attendance & Security System
This engineering project implements an enterprise-grade biometric attendance and access control system. Using state-of-the-art deep facial recognition (FaceNet / Dlib 128-dimensional embedding vectors) and an active blink-based liveness detection model, it reliably identifies registered individuals in real time under diverse lighting conditions while preventing photo/video spoofing attacks.
#### 🧠 Architecture & Tech Stack:
- **Core Vision Engine**: Python, OpenCV, Dlib / FaceNet, PyTorch
- **Detection & Alignment**: MTCNN / MediaPipe Face Mesh
- **Database & Management**: Django 5 Admin Portal with employee registration, department sorting, and instant Excel attendance logging
- **Performance**: <50ms per-frame recognition latency with 99.38% LFW benchmark accuracy
#### 📦 Complete FYP Deliverables Included:
- Complete Python & Django Source Code with modular architecture
- Pre-trained Face Recognition Model Weights
- Complete Project Report (Chapters 1-7, Circuit Diagrams, Architecture, Testing)
- Presentation Slides (PPTX) & Video Demo
What's Included in the Package:
- Full Python & Django Web Application Source Code
- Pre-trained Deep Face Recognition Weights
- Liveness Anti-Spoofing Filter Scripts
- Comprehensive IEEE Project Report (Word DOC & PDF)
- Defense Presentation Slides (PPTX)
- Step-by-Step Setup Video Guide
Key Features
Specifications
Community Questions & Answers
Have a question about compatibility, code, or delivery? Ask our engineering team or see what other Pakistani makers asked.
AOA sir, attendance Excel sheet me export ho sakti hai? Aur student photos add krne k lie admin panel hai?
Walaikum Assalam Zainab! Yes, the Django portal has a 1-click 'Export to Excel (.xlsx)' feature with timestamps. You can register student faces and manage attendance logs directly through the web UI.