Face ID

Face Recognition is a real-time face recognition system that leverages deep learning-based face embeddings, persistent database storage, and an automated ingestion pipeline powered by ZenML.

Features:

RetinaFace for face detection

ArcFace embeddings for recognition

SQLite database for persistent storage

Automatic ingestion of new/deleted images

Real-time recognition with OpenCV

Modular pipeline with ZenML

Pipeline Breakdown:

1_ingest_images: Detects new and removed images.

2_update_database: Inserts new embeddings and deletes removed ones.

3_live_recognize: Captures camera feed, matches faces, and displays results.