LBPH Face Recognition – “Every AI is not ML”

by Benax Technologies

A hands-on, classical computer vision project showing that not every AI uses machine learning.

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Pipeline Overview

1️⃣ Create Dataset – Detect, crop, and save face images
2️⃣ Review Dataset – Delete poor or blurred images
3️⃣ Train Model – Learn local texture patterns with LBPH
4️⃣ Recognize Faces – Predict names from live webcam input

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Setup

python -m venv .venv
source .venv/bin/activate     # (Windows: .venv\Scripts\activate)
pip install -r requirements.txt