Production-ready face recognition with liveness detection, anti-spoofing, and quality checks. Browser-based, privacy-friendly, and ready to integrate into your authentication system.
Multi-layer protection with liveness detection, face quality checks, and robust embeddings. Built for real-world authentication scenarios.
Liveness Detection
Blink detection prevents photo and video spoofing attacks. Requires live person interaction for natural security.
Face Quality Checks
Four independent checks: brightness, blur detection, frontal pose verification, and face size validation before matching.
Multi-Frame Validation
Captures 5 diverse frames during registration with frame diversity checks to ensure robust embeddings and prevent replay attacks.
Robust Face Embeddings
Normalized feature vectors with cosine similarity matching at 92% threshold. More secure than simple landmark distance.
Anti-Spoofing Protection
Multiple layers of protection against printed photos, screen displays, and video replay attacks for secure authentication.
Privacy-First Design
All processing happens in the browser. No data sent to servers. GDPR-friendly with on-device face recognition.
Ready to integrate face recognition?
Choose between basic implementation for demos or secure implementation for production. Both are built with MediaPipe and ONNX Runtime for fast, accurate recognition.