ReviewOS

stacks/drone

Pi AI Camera: complete on-device capture and loss-validation evidence

#29
Open chris opened this 9 days ago ·
9 days ago

What to build

Run the implemented IMX500 bridge and tracker on the owner's Pi 5/AI Camera, recording a reproducible compatibility and target-loss test report.

Acceptance criteria

  • Record Pi OS, Picamera2, model firmware, inference-metadata ABI and camera versions.
  • Measure inference rate/age, preview latency, IPC backpressure, CPU, temperature and undervoltage under sustained load.
  • Exercise explicit selection, crossings, low confidence, empty tensors, repeated frame counters, unplug/worker exit, stalls and restart.
  • Fix any observed hardware incompatibilities before claiming on-device support; no vehicle actuation is required for this desk test.

Blocked by

None. This work can start independently.

Scope and evidence

This is planned work, not a claim of implemented capability. Preserve explicit operator authority and report simulator, bench, HIL and vehicle evidence separately. The owned implementation must remain replaceable behind the shared driver and mission contracts.

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