Facial Re-Identification
High-performance facial recognition and re-identification pipeline using YOLOv8-Face and AdaFace models with HNSWLIB-based face matching.
Key Features
- Facial recognition with YOLOv8-Face and AdaFace
- Face gallery indexing and matching
- HNSWLIB-based face matching
- Doorbell security system demonstration
This sample implements a complete facial re-identification system suitable for doorbell security or video content annotation. It uses YOLOv8-Face for detection, AdaFace for feature extraction, and HNSWLIB for efficient approximate nearest-neighbor matching against a pre-built face gallery.