23 lines
1.1 KiB
Markdown
23 lines
1.1 KiB
Markdown
# MotionCapture
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This workstream provides a watch-only `CMMotionManager` adapter and a pure
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calibrated classifier. The adapter is foreground/lifecycle-bound: it stops on
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inactive scene, relay loss, expiry, cancellation, or sensor failure. Samples
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are bounded and in memory only; no recording mode or raw traces are included.
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The orientation transform (wrist side and crown orientation) and thresholds are
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versioned hypotheses pending physical validation. The package tests prove
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state-machine behavior only and are not evidence of reliable watch recognition.
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## Evaluation report (pending hardware)
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No Apple Watch or TV has been tested for this workstream. Precision, recall,
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incidental-movement false triggers, and the direction confusion matrix remain
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`pending physical evaluation`; do not infer them from synthetic fixtures.
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The required report should include per-direction TP/FP/FN, precision/recall,
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duplicate count, false triggers per armed hour, and a 4x4 actual-vs-predicted
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matrix split by wrist and crown orientation.
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See `INTEGRATION-PROPOSAL.md` for target membership, permission-string, and
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lifecycle integration requirements.
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