Building Samaritan: A Multi-Camera Real-Time Face Recognition System in Python — Part 2

📰 Medium · Machine Learning

Learn to build a real-time face recognition system in Python using OpenCV and DeepFace

intermediate Published 28 Apr 2026

Action Steps

Install OpenCV and DeepFace libraries using pip
Configure the webcam for live video feed
Use ArcFace embeddings for face recognition
Implement identity matching using DeepFace
Test the system with multiple cameras and faces

Who Needs to Know This

Machine learning engineers and developers can benefit from this tutorial to build real-time face recognition systems, enhancing security and identity verification capabilities in various applications

Key Insight

💡 Combine OpenCV and DeepFace to create a robust real-time face recognition system