Real-time face recognition and biometric attendance pipeline with OpenCV and Dlib

Building Real-Time Biometric Face Recognition with OpenCV & Dlib: Beyond Haar Cascades

How I built a real-time biometric attendance system in Python using OpenCV, Dlib’s 68-point landmarks, and 128D ResNet embeddings, solving frame lag and spoofing.

August 4, 2026 · 6 min · 1086 words · Rishav Dahal