Building Samaritan: A Multi-Camera Real-Time Face Recognition System in Python — Part 1

📰 Medium · Machine Learning

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

intermediate Published 27 Apr 2026

Action Steps

Install OpenCV and DeepFace libraries using pip
Configure multi-camera support for real-time video capture
Implement face detection using OpenCV's Haar cascade classifier
Use DeepFace and ArcFace for face recognition and verification
Test the system with sample images and videos

Who Needs to Know This

Machine learning engineers and developers can benefit from this tutorial to build a face recognition system, while data scientists can use it to explore applications of computer vision

Key Insight

💡 OpenCV and DeepFace can be used together to build a robust face recognition system