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Release update 2026-11-05: new sessions, instructions, annotations (part 146)
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{
"schema_version": 1,
"session": "EgoMotionActions/20261015/LM21/20261015_095536_session53",
"session_id": "20261015_095536_session53",
"primitive": "LM21",
"batch": "20261015",
"participant": "lvaoshan",
"participant_source": "manifest",
"device_ids": {
"main": "e3296774a321bb51",
"left": "75b5984e04d1d236",
"right": "c84bc808cb6b47af"
},
"generated_at_utc": "2026-10-22T15:42:41.589787+00:00",
"generated_by": "scripts/sync_dataset.py",
"time_base": {
"definition": "t = 0 at the first solved Body0 frame; seconds; each stream has its own t, nothing resampled",
"mocap_rate_hz": 120.0,
"mocap_rate_fix": null,
"first_solved_frame": 0,
"duration_s": 141.225,
"mocap_time": "frame_index / rate (Nokov Timestamp column is not a clock; kept as source_timestamp_ms)"
},
"alignment": {
"reference_imu": "imu_head_right",
"model": "offset (median of windows)",
"mocap_rel_s": "rig_rel + offset_s + rate * rig_rel, rig_rel = device_time - reference_imu_first_sample",
"offset_s": -0.089549,
"rate": 0.0,
"global_lag_s": -0.09,
"peak_corr": 0.9926,
"reference_imu_first_sample_s": 12325.982016121,
"windows": {
"n_windows": 13,
"window_corr_median": 0.9970015232635321,
"drift_ppm": -332.75267428523864,
"drift_se_ppm": 192.83180704062437,
"drift_ms_over_take": -46.990223486980454,
"lag_scatter_ms": 23.929797939408303,
"lag_range_ms": 101.43738181456489
}
},
"units": {
"mocap": "millimetres, Nokov world, Y-up (unchanged)",
"y_up_to_z_up": [
[
1.0,
0.0,
0.0
],
[
0.0,
0.0,
-1.0
],
[
0.0,
1.0,
0.0
]
],
"acc": "m/s^2 (8192 LSB/g)",
"gyro": "rad/s (65.536 LSB/dps)",
"mag": "raw counts, scale unconfirmed (data suggests 163.84 LSB/uT, see knowledge_base sanity doc)",
"quaternions": "xyzw, Nokov global"
},
"calibration": {
"device": "e3296774a321bb51",
"status": "ok",
"date": "2026-10-21"
},
"streams": {
"sensors": {
"imu_head_right": {
"n_acc": 28516,
"n_gyro": 28510,
"t_start": -0.10106479404503066,
"t_end": 141.42884467195353
},
"imu_head_left": {
"n_acc": 28378,
"n_gyro": 28372,
"t_start": 0.005955197954519598,
"t_end": 141.59473800295444
},
"imu_wrist_right": {
"n_acc": 28230,
"n_gyro": 28230,
"t_start": -0.792674790044928,
"t_end": 139.6497647809544
},
"imu_wrist_left": {
"n_acc": 28474,
"n_gyro": 28487,
"t_start": -0.8295702280459389,
"t_end": 139.64850427095433
},
"mag_head": {
"n": 14168,
"t_start": 0.08449228095442063,
"t_end": 141.7545858899545
},
"mag_wrist_right": {
"n": 14043,
"t_start": -0.7758233610450569,
"t_end": 139.64445273495465
},
"mag_wrist_left": {
"n": 14047,
"t_start": -0.8165187680454418,
"t_end": 139.6435460109539
}
},
"videos": {
"left": {
"fps": 30.0,
"start_device_s": 12326.108807,
"frames": 4236,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0025546514432425653,
"file": "robocap_segment1_video_left.mp4",
"t_start": 0.039796056397519486,
"t_end": 141.206463056397,
"clock": "device",
"calibrated": true
},
"right": {
"fps": 30.0,
"start_device_s": 12326.108788,
"frames": 4236,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002366886077403108,
"file": "robocap_segment1_video_right.mp4",
"t_start": 0.039589291031645324,
"t_end": 141.20625629103114,
"clock": "device",
"calibrated": true
},
"left_front": {
"fps": 30.0,
"start_device_s": 12326.108802,
"frames": 4236,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0026728712083183277,
"file": "robocap_segment1_video_left_front.mp4",
"t_start": 0.039909276164237006,
"t_end": 141.20657627616373,
"clock": "device",
"calibrated": true
},
"right_front": {
"fps": 30.0,
"start_device_s": 12326.108814,
"frames": 4236,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002595594493655556,
"file": "robocap_segment1_video_right_front.mp4",
"t_start": 0.03984399944665906,
"t_end": 141.20651099944615,
"clock": "device",
"calibrated": true
},
"left_eye": {
"fps": 30.0,
"start_device_s": 12326.108795,
"frames": 4232,
"pts_gaps": 4,
"timing": "pts",
"timeshift_cam_imu_s": 0.002394386090989767,
"gap_test": {
"pts": {
"offset_ms": 35.6,
"corr": 0.913,
"err_ms": 33.2
},
"nominal": {
"offset_ms": 107.3,
"corr": 0.909,
"err_ms": 104.9
}
},
"file": "robocap_segment1_video_left_eye.mp4",
"t_start": 0.0396237910451438,
"t_end": 141.2229457910459,
"clock": "device",
"calibrated": true
},
"right_eye": {
"fps": 30.0,
"start_device_s": 12326.108779,
"frames": 4236,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002315656053021164,
"file": "robocap_segment1_video_right_eye.mp4",
"t_start": 0.03952906100739906,
"t_end": 141.2061960610069,
"clock": "device",
"calibrated": true
},
"wrist_left": {
"fps": 30.0,
"start_device_s": 12325.229748,
"frames": 4214,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_75b5984e04d1d236_left/robowrist_segment1_video_left_down.mp4",
"t_start": -0.8418175950458116,
"t_end": 139.5915804049534,
"clock": "device",
"calibrated": false
},
"wrist_right": {
"fps": 30.0,
"start_device_s": 12325.275512,
"frames": 4212,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_c84bc808cb6b47af_right/robowrist_segment1_video_right_down.mp4",
"t_start": -0.796053595045394,
"t_end": 139.57087340495372,
"clock": "device",
"calibrated": false
},
"third_person": {
"file": "mocap/mocap-LM21-S02-lvaoshan-01p1-1.mp4",
"frames": 4237,
"fps": 30.0,
"clock": "nokov (frame index)",
"t_start": 0.0,
"t_end": 141.2
}
}
},
"flags": [],
"sanity": {
"status": {
"structure": "WARN",
"markers": "WARN",
"timing": "WARN"
},
"verdict": "READY_WITH_WARNINGS",
"issues": [
"WARN M_SPIKES",
"WARN M_TRACKER_GEOM",
"WARN S_CALIB",
"WARN S_REPORT_TIMING",
"WARN T_FRAMES",
"WARN T_LAG_OUTLIER",
"WARN T_LAG_SCATTER",
"WARN T_PTS",
"WARN T_UNITS"
]
},
"rig_tracker": {
"definition": "e3296774a321bb51/20261015-afternoon/labels-235410/session-3a8fc1edd99801ae",
"R_tracker0_imu0": [
[
-0.59954539,
0.2175832,
-0.77019665
],
[
0.7615958,
-0.14069147,
-0.63259604
],
[
-0.24600237,
-0.96584857,
-0.08135953
]
],
"p_tracker0_imu0_m": [
0.019812411030832103,
-0.014017322947754195,
-0.028176566070212045
],
"rig_check": {
"gyro_samples": 8789,
"gyro_max_deg": 2.5,
"status": "dropped_marker",
"dropped_marker": 0,
"gyro_deg": 2.315
},
"file": "derived/rig_tracker_provider/rig_tracker.json",
"compose": "T_world_cam(t) = T_world_tracker0(t) @ T_tracker0_cam"
},
"canonical": {
"generated_at_utc": "2026-10-24T05:11:08.562357+00:00",
"generated_by": "scripts/canonicalise_dataset.py",
"frame": "Z-up, metres, levelled per Nokov capture block; z = 0 at the Nokov origin; x/y heading as Nokov (global, not per-take)",
"R_canon_nokov": [
[
0.999907077,
-0.0136318504,
-0.00010024
],
[
0.00010024,
0.0147052486,
-0.999891867
],
[
0.0136318504,
0.9997989439,
0.0147052486
]
],
"scale_nokov_to_canon": 0.001,
"T_canon_nokov_mm": [
[
0.000999907077,
-1.363185e-05,
-1.0024e-07,
0.0
],
[
1.0024e-07,
1.4705249e-05,
-0.000999891867,
0.0
],
[
1.363185e-05,
0.000999798944,
1.4705249e-05,
0.0
],
[
0.0,
0.0,
0.0,
1.0
]
],
"block": "20261015-afternoon",
"block_assignment": "trc",
"tilt_removed_deg": 1.1489562255076442,
"plane_status": "ok",
"floor": {
"sole_marker_p1_mm": 28.9,
"headtop_p95_mm": 1679.4
},
"gravity_check": {
"static_samples": 1115,
"g_world_mean_m_s2": [
-0.1013,
0.2151,
9.7957
],
"tilt_from_z_deg": 1.391,
"tilt_from_z_deg_before_levelling": 0.456,
"magnitude_m_s2": 9.7986
},
"rig_tracker_definition": "e3296774a321bb51/20261015-afternoon/labels-235410/session-3a8fc1edd99801ae",
"rig_check": {
"status": "dropped_marker",
"dropped_marker": 0,
"gyro_deg": 2.315
},
"camera_pose_source": "provider T_tracker0_cam",
"files": [
"mocap_zup.npz",
"tracker0_zup.npz",
"rig_zup.npz",
"cameras_zup.npz"
]
},
"smplx": {
"generated_at_utc": "2026-10-23T00:12:35.781178+00:00",
"generated_by": "scripts/fit_smplx_dataset.py",
"file": "smplx.npz",
"gender": "female",
"n_betas": 16,
"betas_source": "participant median (derived/smplx/participants.json)",
"frame": "canonical (meta.canonical): Z-up metres; fitted in Nokov frame, global_orient/transl rotated, *_nokov kept",
"pelvis": "transl + rest_joints(betas)[0] (transl is NOT the pelvis)",
"hands": {
"observed": true,
"hand_pose": "GSI (scripts/gsi_hand_session.py) fingers registered (scripts/register_hands_smplx.py); flat where hand_observed is False",
"wrist_anchor": "T_world_wrist (F,2,4,4) canonical; hand-marker offsets in wrist frame below",
"hand_marker_offsets_m": {
"left": {
"LHandIn": [
0.0887930691242218,
0.008065302856266499,
0.029341483488678932
],
"LHandOut": [
0.08591100573539734,
0.01616585999727249,
-0.009519738145172596
]
},
"right": {
"RHandIn": [
-0.06382071226835251,
-0.023607302457094193,
0.008822050876915455
],
"RHandOut": [
-0.06709601730108261,
0.01182466372847557,
-0.010199030861258507
]
}
}
},
"marker_rmse_mm": {
"median_frame": 4.71,
"p95_frame": 8.1
},
"worst_markers": [
"LShin 11mm",
"RThigh 10mm",
"LHeel 9mm",
"RHeel 9mm",
"RShin 9mm"
],
"valid_fraction": 0.9999,
"qc": {
"lowest_vertex_mm": {
"median": 15.6,
"p5": 7.4
},
"frames_checked": 565,
"stature_mm": 1659.4
},
"surface_term": {
"weight": 1.0,
"marker_height_mm": 11.0,
"markers_on_surface": 52,
"surface_rmse_mm_median": 14.78
},
"shape_source": "participant median",
"wrist_correction": {
"left": {
"status": "corrected",
"Q_deg": 180.0,
"Q_rotvec": [
2.98315,
-0.44501,
-0.87886
],
"in_out_sign": 1,
"wrist_bend_deg_median": 177.8,
"opposite_sign_bend_deg": 30.1,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 1.0,
"hand_vs_marker_frame_deg": {
"before": 179.28,
"after": 1.0
},
"markers_on_wrist": [
"LHandIn",
"LHandOut"
],
"forearm_twist": {
"twist_moved_deg": 177.06,
"wrist_twist_deg_after": {
"median": 1.03,
"iqr": [
-1.1,
2.2
]
},
"wrist_total_deg_median_after": 11.7,
"markers_on_forearm": [
"LElbow",
"LElbowIn",
"LForearm",
"LWristIn",
"LWristOut"
]
},
"frames_used": 1500
},
"right": {
"status": "corrected",
"Q_deg": 0.0,
"Q_rotvec": [
0.0,
0.0,
-0.0
],
"in_out_sign": 1,
"wrist_bend_deg_median": 23.9,
"opposite_sign_bend_deg": 174.5,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 1.95,
"hand_vs_marker_frame_deg": {
"before": 1.95,
"after": 1.95
},
"markers_on_wrist": [
"RHandIn",
"RHandOut"
],
"forearm_twist": {
"twist_moved_deg": -0.0,
"wrist_twist_deg_after": {
"median": -0.0,
"iqr": [
-8.5,
4.0
]
},
"wrist_total_deg_median_after": 23.8,
"markers_on_forearm": [
"RElbowIn",
"RForearm",
"RWristIn",
"RWristOut"
]
},
"frames_used": 1500
},
"generated_at_utc": "2026-10-28T06:38:11.238404+00:00",
"note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
}
},
"hands_registration": {
"cameras": {},
"hands": {
"left": {
"offset_deg": 27.36,
"offset_rotvec": [
0.4425,
-0.1162,
0.1367
],
"dev_deg": {
"median": 13.54,
"p90": 26.88
},
"samples": 3482,
"accepted": 3274,
"wrist_pos_err_mm_median": 46.7,
"per_camera": {
"head": {
"samples": 3482,
"accepted": 3274,
"gate_deg": 30.0,
"offset_deg": 27.36,
"tier": "primary",
"dev_deg_median": 13.54,
"wrist_pos_err_mm_median": 46.7
}
},
"frames_by_state": {
"ace_sample": 13389,
"interpolated": 3517,
"mean_hand": 40,
"no_body_fit": 2
},
"observed_fraction": 0.9975,
"observed_fraction_of_valid": 0.9976,
"palm_axis_vs_markers_deg": {
"gsi": 24.59,
"smplx": 1.08
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 9.1,
"p90": 13.3
},
"registered": {
"median": 8.0,
"p90": 9.9
}
}
},
"right": {
"offset_deg": 21.38,
"offset_rotvec": [
0.3449,
-0.0646,
-0.1267
],
"dev_deg": {
"median": 13.74,
"p90": 27.44
},
"samples": 3616,
"accepted": 3330,
"wrist_pos_err_mm_median": 45.2,
"per_camera": {
"head": {
"samples": 3616,
"accepted": 3330,
"gate_deg": 30.0,
"offset_deg": 21.38,
"tier": "primary",
"dev_deg_median": 13.74,
"wrist_pos_err_mm_median": 45.2
}
},
"frames_by_state": {
"ace_sample": 13529,
"interpolated": 2977,
"mean_hand": 440,
"no_body_fit": 2
},
"observed_fraction": 0.9739,
"observed_fraction_of_valid": 0.974,
"palm_axis_vs_markers_deg": {
"gsi": 20.23,
"smplx": 1.53
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 8.6,
"p90": 13.4
},
"registered": {
"median": 8.6,
"p90": 13.9
}
}
}
},
"max_dev_deg": 30.0,
"max_gap_s": 1.0,
"cameras_used": [
"head"
],
"generated_at_utc": "2026-11-03T21:52:30.206173+00:00",
"generated_by": "scripts/register_hands_smplx.py",
"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",
"wrist_flip_suspect": []
},
"release": {
"release_path": "actions/locomanipulation/LM21/session_024",
"family": "locomanipulation",
"primitive": "LM21",
"source_session": "20261015/LM21/20261015_095536_session53"
},
"task": {
"primitive": "LM21",
"instruction": "Carry the box straight from one end of the room to the other, set it down, then bring it back. Keep going until the operator says stop; one object at a time, and do not rush between trips."
},
"objects": [
{
"name": "BigBox",
"object_type": "BigBox",
"source": "mocap",
"pose_frame": "mesh"
}
]
}