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ruv
7a0158c44d
New crate wifi-densepose-calibration implementing the per-room pipeline beyond Stage-1 baseline: - anchor.rs: guided-anchor sequence + event-sourced EnrollmentSession (Stage 2) - enrollment.rs: AnchorQualityGate + AnchorRecorder — gates anchors against the ADR-135 baseline deviation (presence/motion), re-prompts bad captures - extract.rs: Features + AnchorFeature — autocorrelation periodicity (breathing/ HR bands), variance/motion (Stage 3) - specialist.rs: 6 small room-calibrated models — presence (learned threshold), posture (nearest-prototype), breathing/heartbeat (band periodicity), restlessness (calm/active normalization), anomaly (novelty vs anchors) (Stage 4) - bank.rs: SpecialistBank — train/persist + baseline-drift STALE invalidation - runtime.rs: MixtureOfSpecialists — presence short-circuit + anomaly veto + stale flagging (Stage 5) Statistical heads make the pipeline runnable/validatable today; the ADR-150 HF RF Foundation Encoder backbone is the documented upgrade path. 29 unit tests pass. Co-Authored-By: claude-flow <ruv@ruv.net>
36 lines
1.5 KiB
Rust
36 lines
1.5 KiB
Rust
//! # wifi-densepose-calibration — ADR-151 per-room calibration & specialist training
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//!
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//! "Teach the room before you teach the model." A local-first pipeline that turns
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//! a few minutes of clean human anchors — layered on the ADR-135 empty-room
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//! baseline — into a versioned bank of small, specialised models for breathing,
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//! heartbeat, restlessness, posture, presence, and anomaly.
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//!
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//! Stages (ADR-151 §1.3):
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//! 1. **baseline** — empty-room environmental fingerprint (ADR-135; consumed here).
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//! 2. **enroll** — guided anchors with an adaptive quality gate ([`anchor`], [`enrollment`]).
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//! 3. **extract** — labelled feature records from anchor captures ([`extract`]).
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//! 4. **train** — a bank of small specialist models ([`specialist`], [`bank`]) and a
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//! confidence-gated mixture runtime ([`runtime`]).
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//!
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//! Invariants: specialisation over scale; local-first; honest `STALE` degradation
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//! when the baseline drifts.
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#![forbid(unsafe_code)]
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#![warn(missing_docs)]
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pub mod anchor;
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pub mod enrollment;
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pub mod error;
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pub mod extract;
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pub mod specialist;
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pub mod bank;
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pub mod runtime;
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pub use anchor::{Anchor, AnchorLabel, AnchorQuality, EnrollmentEvent, EnrollmentSession, Posture};
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pub use bank::SpecialistBank;
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pub use enrollment::{AnchorQualityGate, AnchorRecorder};
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pub use error::{CalibrationError, Result};
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pub use extract::AnchorFeature;
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pub use runtime::{MixtureOfSpecialists, RoomState};
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pub use specialist::{Specialist, SpecialistKind, SpecialistReading};
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