45 lines
1.9 KiB
Rust
45 lines
1.9 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`],
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//! [`enrollment`]) plus an optional transceiver-geometry record ([`geometry`],
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//! ADR-152 §2.1.1) and its fixed-length conditioning featurization
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//! ([`geometry_embedding`], ADR-152 §2.1.2).
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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 bank;
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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 geometry;
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pub mod geometry_embedding;
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pub mod multistatic;
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pub mod runtime;
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pub mod specialist;
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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 geometry::{AntennaOrientation, NodeGeometry, PositionEstimate};
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pub use geometry_embedding::GeometryEmbedding;
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pub use multistatic::MultiNodeMixture;
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pub use runtime::{MixtureOfSpecialists, RoomState};
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pub use specialist::{Specialist, SpecialistKind, SpecialistReading};
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