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Release update 2026-11-05: 5760 sessions, instructions, annotations (part 272)

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- "median": -1.96,
453
  "iqr": [
454
- -6.4,
455
- 0.9
456
  ]
457
  },
458
- "wrist_total_deg_median_after": 21.9,
459
  "markers_on_forearm": [
460
  "LForearm",
461
  "LWristIn",
@@ -466,19 +466,19 @@
466
  },
467
  "right": {
468
  "status": "corrected",
469
- "Q_deg": 0.0,
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  "Q_rotvec": [
471
- 0.0,
472
- 0.0,
473
- -0.0
474
  ],
475
  "in_out_sign": 1,
476
- "wrist_bend_deg_median": 26.8,
477
- "opposite_sign_bend_deg": 173.0,
478
  "in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
479
  "marker_frame_spread_deg": 2.98,
480
  "hand_vs_marker_frame_deg": {
481
- "before": 2.98,
482
  "after": 2.98
483
  },
484
  "markers_on_wrist": [
@@ -486,9 +486,9 @@
486
  "RHandOut"
487
  ],
488
  "forearm_twist": {
489
- "twist_moved_deg": -0.02,
490
  "wrist_twist_deg_after": {
491
- "median": -0.0,
492
  "iqr": [
493
  -5.2,
494
  5.9
@@ -505,14 +505,128 @@
505
  },
506
  "frames_used": 1463
507
  },
508
- "generated_at_utc": "2026-10-28T06:50:40.561655+00:00",
509
  "note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
510
  }
511
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
512
  "release": {
513
  "release_path": "actions/locomanipulation/LM07/session_010",
514
  "family": "locomanipulation",
515
  "primitive": "LM07",
516
  "source_session": "20261026/LM07/20261026_062613_session25"
 
 
 
 
517
  }
518
  }
 
277
  "compose": "T_world_cam(t) = T_world_tracker0(t) @ T_tracker0_cam"
278
  },
279
  "canonical": {
280
+ "generated_at_utc": "2026-10-28T23:22:21.527583+00:00",
281
  "generated_by": "scripts/canonicalise_dataset.py",
282
  "frame": "Z-up, metres, levelled per Nokov capture block; z = 0 at the Nokov origin; x/y heading as Nokov (global, not per-take)",
283
  "R_canon_nokov": [
284
  [
285
+ 0.9999319725,
286
+ 0.0116640585,
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+ -4.5245e-06
288
  ],
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  [
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  ],
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  [
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+ -0.0116640585,
296
+ 0.9999316716,
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+ -0.0007757685
298
  ]
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  ],
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  "scale_nokov_to_canon": 0.001,
301
  "T_canon_nokov_mm": [
302
  [
303
+ 0.000999931973,
304
+ 1.1664059e-05,
305
+ -4.524e-09,
306
  0.0
307
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  0.0
313
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  [
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+ 0.000999931672,
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  0.0
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  ],
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  [
 
326
  ],
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  "block": "20261026-morning",
328
  "block_assignment": "trc",
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+ "tilt_removed_deg": 0.6697930607742368,
330
  "plane_status": "ok",
331
  "floor": {
332
+ "sole_marker_p1_mm": 27.2,
333
  "headtop_p95_mm": 1653.4
334
  },
335
  "gravity_check": {
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  "static_samples": 620,
337
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338
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339
+ -0.2148,
340
+ 9.767
341
  ],
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+ "tilt_from_z_deg": 1.262,
343
  "tilt_from_z_deg_before_levelling": 1.425,
344
  "magnitude_m_s2": 9.7694
345
  },
 
358
  ]
359
  },
360
  "smplx": {
361
+ "generated_at_utc": "2026-10-29T05:05:48.193604+00:00",
362
  "generated_by": "scripts/fit_smplx_dataset.py",
363
  "file": "smplx.npz",
364
  "gender": "female",
 
367
  "frame": "canonical (meta.canonical): Z-up metres; fitted in Nokov frame, global_orient/transl rotated, *_nokov kept",
368
  "pelvis": "transl + rest_joints(betas)[0] (transl is NOT the pelvis)",
369
  "hands": {
370
+ "observed": true,
371
+ "hand_pose": "GSI (scripts/gsi_hand_session.py) fingers registered (scripts/register_hands_smplx.py); flat where hand_observed is False",
372
  "wrist_anchor": "T_world_wrist (F,2,4,4) canonical; hand-marker offsets in wrist frame below",
373
  "hand_marker_offsets_m": {
374
  "left": {
 
411
  "valid_fraction": 0.9997,
412
  "qc": {
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  "lowest_vertex_mm": {
414
+ "median": 12.0,
415
+ "p5": 9.9
416
  },
417
  "frames_checked": 488,
418
  "stature_mm": 1614.2
 
427
  "wrist_correction": {
428
  "left": {
429
  "status": "corrected",
430
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431
  "Q_rotvec": [
432
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433
+ 0.01901,
434
+ 0.23202
435
  ],
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  "in_out_sign": 1,
437
+ "wrist_bend_deg_median": 41.4,
438
+ "opposite_sign_bend_deg": 153.0,
439
  "in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
440
  "marker_frame_spread_deg": 2.24,
441
  "hand_vs_marker_frame_deg": {
442
+ "before": 19.06,
443
  "after": 2.24
444
  },
445
  "markers_on_wrist": [
 
447
  "LHandOut"
448
  ],
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  "forearm_twist": {
450
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451
  "wrist_twist_deg_after": {
452
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453
  "iqr": [
454
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455
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456
  ]
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  },
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  "markers_on_forearm": [
460
  "LForearm",
461
  "LWristIn",
 
466
  },
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  "right": {
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  "status": "corrected",
469
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+ "opposite_sign_bend_deg": 99.2,
478
  "in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
479
  "marker_frame_spread_deg": 2.98,
480
  "hand_vs_marker_frame_deg": {
481
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  "after": 2.98
483
  },
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  "markers_on_wrist": [
 
486
  "RHandOut"
487
  ],
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489
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490
  "wrist_twist_deg_after": {
491
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492
  "iqr": [
493
  -5.2,
494
  5.9
 
505
  },
506
  "frames_used": 1463
507
  },
508
+ "generated_at_utc": "2026-10-29T05:05:51.233950+00:00",
509
  "note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
510
  }
511
  },
512
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+ "cameras": {},
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+ "offset_deg": 17.92,
517
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+ "p90": 40.19
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+ "samples": 3234,
527
+ "accepted": 2619,
528
+ "wrist_pos_err_mm_median": 37.7,
529
+ "per_camera": {
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+ "samples": 3234,
532
+ "accepted": 2619,
533
+ "gate_deg": 30.0,
534
+ "offset_deg": 17.92,
535
+ "tier": "primary",
536
+ "dev_deg_median": 16.46,
537
+ "wrist_pos_err_mm_median": 37.7
538
+ }
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+ "frames_by_state": {
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+ "ace_sample": 10696,
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+ "interpolated": 3016,
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+ "mean_hand": 916,
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+ "no_body_fit": 4
545
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+ "observed_fraction": 0.9371,
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+ "observed_fraction_of_valid": 0.9374,
548
+ "palm_axis_vs_markers_deg": {
549
+ "gsi": 21.26,
550
+ "smplx": 1.42
551
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+ "hand_marker_to_mesh_mm": {
553
+ "flat": {
554
+ "median": 8.6,
555
+ "p90": 10.9
556
+ },
557
+ "registered": {
558
+ "median": 8.4,
559
+ "p90": 9.5
560
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+ "offset_deg": 23.42,
565
+ "offset_rotvec": [
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+ 0.408,
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+ 0.0217
569
+ ],
570
+ "dev_deg": {
571
+ "median": 15.07,
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+ "p90": 29.26
573
+ },
574
+ "samples": 3288,
575
+ "accepted": 2988,
576
+ "wrist_pos_err_mm_median": 74.9,
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+ "per_camera": {
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+ "head": {
579
+ "samples": 3288,
580
+ "accepted": 2988,
581
+ "gate_deg": 30.0,
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+ "offset_deg": 23.42,
583
+ "tier": "primary",
584
+ "dev_deg_median": 15.07,
585
+ "wrist_pos_err_mm_median": 74.9
586
+ }
587
+ },
588
+ "frames_by_state": {
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+ "ace_sample": 12196,
590
+ "interpolated": 2312,
591
+ "mean_hand": 120,
592
+ "no_body_fit": 4
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594
+ "observed_fraction": 0.9915,
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+ "observed_fraction_of_valid": 0.9918,
596
+ "palm_axis_vs_markers_deg": {
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+ "gsi": 26.67,
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+ "smplx": 2.72
599
+ },
600
+ "hand_marker_to_mesh_mm": {
601
+ "flat": {
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+ "median": 8.5,
603
+ "p90": 11.3
604
+ },
605
+ "registered": {
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+ "median": 16.2,
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+ "p90": 19.1
608
+ }
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+ }
610
+ }
611
+ },
612
+ "max_dev_deg": 30.0,
613
+ "max_gap_s": 1.0,
614
+ "cameras_used": [
615
+ "head"
616
+ ],
617
+ "generated_at_utc": "2026-11-03T17:31:29.643512+00:00",
618
+ "generated_by": "scripts/register_hands_smplx.py",
619
+ "conventions": "left hand native left MANO (no mirroring); hand_pose = axis_angle(GSI hand_pose), already absolute (flat_hand_mean=True); SMPL-X wrist kept, tracker wrist only for checks",
620
+ "wrist_flip_suspect": []
621
+ },
622
  "release": {
623
  "release_path": "actions/locomanipulation/LM07/session_010",
624
  "family": "locomanipulation",
625
  "primitive": "LM07",
626
  "source_session": "20261026/LM07/20261026_062613_session25"
627
+ },
628
+ "task": {
629
+ "primitive": "LM07",
630
+ "instruction": "Take an object down from the highest shelf you can comfortably reach, carry it across, and place it on the waist-height shelf. Keep going until the operator says stop; one object at a time, and do not rush between trips."
631
  }
632
  }
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