[EPIC-08] Face recognition provider #8

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opened 2026-07-26 23:18:02 +02:00 by elegos · 0 comments

elegos commented

2026-07-26 23:18:02 +02:00

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Face recognition pipeline: detection → liveness → embedding → match.

Scope

V4L2 camera abstraction (RGB + IR)
SCRFD face detection (ONNX, ~1ms)
MiniFASNet-V2 passive liveness (ONNX)
IR liveness check (if IR camera present)
ArcFace R50 embedding (ONNX, 512-dim)
Cosine similarity match vs enrolled embeddings (threshold: 0.65)
Enrollment: guided 5-pose sequence + optional glasses variant
ONNX models downloaded at install time (SHA256-pinned)

Face recognition pipeline: detection → liveness → embedding → match. ## Scope - V4L2 camera abstraction (RGB + IR) - SCRFD face detection (ONNX, ~1ms) - MiniFASNet-V2 passive liveness (ONNX) - IR liveness check (if IR camera present) - ArcFace R50 embedding (ONNX, 512-dim) - Cosine similarity match vs enrolled embeddings (threshold: 0.65) - Enrollment: guided 5-pose sequence + optional glasses variant - ONNX models downloaded at install time (SHA256-pinned)

elegos added this to the EPIC-08 milestone

2026-07-26 23:18:02 +02:00

elegos added the

area: providers

epic

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2026-07-26 23:18:02 +02:00

elegos added this to the Foundation project

2026-07-26 23:21:30 +02:00

elegos closed this issue

2026-07-28 12:22:49 +02:00

elegos referenced this issue from a commit