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ArcFace Face Recognition
5-Point Alignment + ONNX Inference
Problem
Face recognition systems often depend on GPU infrastructure — needed an accurate CPU-first pipeline for enrollment and verification.
What I Built
Python pipeline: face detection, landmark alignment, ONNX ArcFace inference, embedding comparison, and enrollment/verification workflow.
Tech Stack
Python
ONNX
ArcFace
OpenCV
Computer Vision
AI
Outcome
Portable face recognition stack suitable for edge and server deployment.
Results
- ArcFace ONNX pipeline
- 5-point alignment
- Enrollment & verification flow