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Project #001
Face Recognition & Anti-Spoofing System
Secure facial recognition with spoofing protection
Overview
A backend system built with Node.js for facial recognition using face-api.js, integrated with Python's DeepFace to detect spoofing attempts like printed photos or screen displays.
Key Features
- Facial feature extraction and comparison using Euclidean distance
- Spoofing detection to prevent attacks using photos or screens
- Secure API service for facial authentication
Challenges & Solutions
Finding reliable spoof detection methods in Node.js was challenging. Solved by integrating a Python service using DeepFace, increasing spoof detection accuracy by over 85%.
Technologies
Node.jsface-api.jsPythonDeepFace