Explore cabin-occupancy sensing as a concept.

Automotive & Transport

Use instrumented adult or simulator references to test occlusion, temperature, and radio defeat cases before any field claim.

Recorded field

See the room notice.

Runs locally · no camera · replayable
Preparing the recorded fieldLoading real LatentField pipeline output…

Recorded output in the shared LatentField diagnostic view. Compatible real feeds can exercise implemented runtime families; this replay does not implement or validate every capability in this industry.

A small first decision

Try one space before planning a fleet.

Explore with recorded data now. If the selected capability has a compatible runtime, connect its hardware in the same diagnostic workspace; concepts remain feasibility studies.

PrivacyNo camera or wearable ProcessingBrowser + ESP32, local first This industry13 documented capabilities

Feasibility only · not a production offer

Cabin Presence Node

Feasibility study for occupied-versus-empty parked-cabin evidence under tested occlusions; not a child- or pet-safety system.

This offer covers one named capabilityGhost Passenger — Child/Pet Presence DetectionThe other 12 capabilities in this industry keep their own readiness and are not included.
Parts estimate
~$40
Nodes
1
Typical setup
45 min
Review feasibility scope →No charge today · confirmation first

Mapped to the local runtime

Runnable with a recording or compatible feed

8 capabilities

Runnable means the catalog maps this capability to a shared local processing family. It does not by itself claim a commissioned or physically validated deployment.

Shared-family mapped SpareSeat Cabin Census — Per-Car Occupancy for Transit Pilot target for coarse transit occupancy; not an operational passenger count without vehicle-specific validation. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Proven Research data Shared Occupancy estimate family Limits & validation Design this solution
Shared-family mapped CabinPulse Ghost Passenger — Child/Pet Presence Detection Cabin-occupancy feasibility study; not a child- or pet-safety system and never a safety backstop. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Occupancy estimate family Limits & validation Design this solution
Shared-family mapped ClearHold Trailer Heartbeat — Stowaway & Intrusion Sensing Research concept for breathing-like periodicity in loaded trailers; not stowaway detection or security certification. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Breathing rate family Limits & validation Design this solution
Shared-family mapped WheelWatch Driver Vitals Sentinel — Drowsiness & Incapacitation Research concept for driver motion and breathing proxies; not drowsiness, incapacity, or medical detection. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Breathing rate family Limits & validation Design this solution
Shared-family mapped SeatSense Seat-Level Occupant Classifier — Smart Restraint Input Seat-occupant classification feasibility study; never an airbag, restraint, or safety controller. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Occupancy estimate family Limits & validation Design this solution
Shared-family mapped RideGuard Passenger Down — Fall & Medical Event Detection in Transit Staged passenger-fall research concept; not a medical monitor or emergency driver alert. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Fall event family Limits & validation Design this solution
Shared-family mapped DriveTone Chassis Whisper — Drivetrain Vibration Fingerprinting Pilot vibration-drift evidence for drivetrain studies; not failure prediction or maintenance authority. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Frontier Unvalidated concept Shared Machine vibration family Limits & validation Design this solution
Shared-family mapped Jammed means confirmed, not blind Jam-Proof Trailer Door Sentry Pilot rear-door presence evidence under controlled interference; not jam-proof security or breach confirmation. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Strong theory Supported hypothesis Shared Intrusion event family Limits & validation Design this solution
Works with the room hardwareThe browser stays local; the connected ESP32 or edge runtime supplies the sensing this capability needs. 1 · Needs edge adapter
Needs edge adapter LoadShape Cargo Shift Radar — Load Geometry Monitoring In Transit Research concept for load-geometry change; not an in-transit cargo-safety alert. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Strong theory Supported hypothesis No runtime mapping Limits & validation Design this solution
Research and validationThe physics is promising, with validation work still clearly identified. 3 · Research concept
Research concept TrueFill RF Dipstick — Tanker Fill Level & Slosh State Prototype external fill-and-slosh inference; not a certified tank gauge. Research hypothesis only: no implemented detector or validated outcome exists yet. Frontier Unvalidated concept No runtime mapping Limits & validation Design this solution
Research concept DryFreight Wet Freight Early Warning — Moisture Ingress in Trailers & Reefers Pilot moisture-drift evidence for supervised trials; not a cargo-protection guarantee. Research hypothesis only: no implemented detector or validated outcome exists yet. Frontier Unvalidated concept No runtime mapping Limits & validation Design this solution
Research concept ShowOnce Teach-the-Truck — Self-Discovered Vehicle State Axes Teachable vehicle-state prototype; performance and retraining needs are vehicle-specific. Research hypothesis only: no implemented detector or validated outcome exists yet. Frontier Unvalidated concept No runtime mapping Limits & validation Design this solution

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