feat(v1): relax fall sensitivity for low overhead cameras
Adds configurable event.require_rapid_drop (default off), require_lower_body (default off) and horizontal_angle_threshold_degrees (default 45). With the lenient defaults a sustained horizontal pose alone enters SUSPECT and confirms after the confirm window, which is now the main false-positive guard; missing knees/ankles no longer reject the pose. Thresholds flow into config_version. End-to-end smoke confirms a lying pose; 70 tests pass. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -42,6 +42,20 @@ def test_rejected_pose_clears_pending_drop_before_the_next_horizontal_pose():
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assert candidate.is_fall_candidate is False
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def test_horizontal_pose_alone_starts_candidate_when_rapid_drop_not_required():
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policy = FallEvidencePolicy(suspect_window_seconds=0.5, require_rapid_drop=False)
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candidate = policy.evaluate(
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"P-0001", _evidence(horizontal=True), now=0.0, state=FallState.NORMAL
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)
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upright = policy.evaluate(
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"P-0002", _evidence(horizontal=False), now=0.0, state=FallState.NORMAL
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)
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assert candidate.is_fall_candidate is True
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assert upright.is_fall_candidate is False
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def test_upright_pose_is_recovery_evidence_only_after_confirmation():
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policy = FallEvidencePolicy(suspect_window_seconds=0.5)
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