face-recognition-system-builder
Installation
SKILL.md
Face Recognition System Builder
Build production face recognition systems with InsightFace/ArcFace for enrollment, verification, identification, and clustering with privacy-compliant architecture.
Decision Points
Model Selection Decision Tree
Requirements Analysis:
├── Latency < 50ms per face?
│ ├── YES: Use buffalo_sc (lightweight, 0.7 accuracy)
│ └── NO: Continue to accuracy analysis
├── Accuracy > 95% required?
│ ├── YES: Use AdaFace (premium accuracy, 200ms latency)
│ └── NO: Use buffalo_l (balanced, 100ms latency)
└── Mobile/Edge deployment?
├── YES: buffalo_sc or custom quantized model
└── NO: buffalo_l or AdaFace