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Release update 2026-11-05: 5760 sessions, instructions, annotations (part 23)
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{
"schema_version": 1,
"session": "EgoMotionActions/20261012/DR10/20261012_114052_session62",
"session_id": "20261012_114052_session62",
"primitive": "DR10",
"batch": "20261012",
"participant": "zhangxinxin",
"participant_source": "manifest",
"device_ids": {
"main": "e17c9efadb69e7b1",
"left": "cc5681142208e29a",
"right": "60a6f081bbe60b0d"
},
"generated_at_utc": "2026-10-14T11:37:09.580539+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,
"first_solved_frame": 0,
"duration_s": 134.025,
"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": -1.171547,
"rate": 0.0,
"global_lag_s": -1.17,
"peak_corr": 0.9828,
"reference_imu_first_sample_s": 18215.83438699,
"windows": {
"n_windows": 11,
"window_corr_median": 0.9955608256612527,
"drift_ppm": 2.1277379631516657,
"drift_se_ppm": 1.9737981819117205,
"drift_ms_over_take": 0.2851523493617091,
"lag_scatter_ms": 0.18725093689021188,
"lag_range_ms": 0.6973242982497574
}
},
"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": "e17c9efadb69e7b1",
"status": "ok",
"date": "2026-09-08"
},
"streams": {
"sensors": {
"imu_head_right": {
"n_acc": 27274,
"n_gyro": 27267,
"t_start": -1.188092638046974,
"t_end": 134.780267478953
},
"imu_head_left": {
"n_acc": 27223,
"n_gyro": 27217,
"t_start": -1.0750244040461534,
"t_end": 134.94275554295407
},
"imu_wrist_right": {
"n_acc": 26799,
"n_gyro": 26809,
"t_start": 0.22918670995594725,
"t_end": 132.66882869395366
},
"imu_wrist_left": {
"n_acc": 26149,
"n_gyro": 26159,
"t_start": 0.2742344549554123,
"t_end": 132.6589685709553
},
"mag_head": {
"n": 13611,
"t_start": -0.9894291380439522,
"t_end": 135.11058155195522
},
"mag_wrist_right": {
"n": 13241,
"t_start": 0.24910197795569688,
"t_end": 132.64853139895447
},
"mag_wrist_left": {
"n": 13236,
"t_start": 0.2906921069555115,
"t_end": 132.64040932795277
}
},
"videos": {
"left": {
"fps": 30.0,
"start_device_s": 18217.043786,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0023423887986386703,
"file": "robocap_segment1_video_left.mp4",
"t_start": 0.04019452475066787,
"t_end": 134.00683852475075,
"clock": "device",
"calibrated": true
},
"right": {
"fps": 30.0,
"start_device_s": 18217.043731,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0019489646456461974,
"file": "robocap_segment1_video_right.mp4",
"t_start": 0.03974610060348782,
"t_end": 134.006402100604,
"clock": "device",
"calibrated": true
},
"left_front": {
"fps": 30.0,
"start_device_s": 18217.043768,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0018171232386612972,
"file": "robocap_segment1_video_left_front.mp4",
"t_start": 0.03965125919447887,
"t_end": 134.00630725919498,
"clock": "device",
"calibrated": true
},
"right_front": {
"fps": 30.0,
"start_device_s": 18217.043804,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017295646474508202,
"file": "robocap_segment1_video_right_front.mp4",
"t_start": 0.03959970060194751,
"t_end": 134.00624370060203,
"clock": "device",
"calibrated": true
},
"left_eye": {
"fps": 30.0,
"start_device_s": 18217.043753,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.001668932298833096,
"file": "robocap_segment1_video_left_eye.mp4",
"t_start": 0.039488068254549535,
"t_end": 134.00614406825505,
"clock": "device",
"calibrated": true
},
"right_eye": {
"fps": 30.0,
"start_device_s": 18217.043704,
"frames": 4020,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017169377622902274,
"file": "robocap_segment1_video_right_eye.mp4",
"t_start": 0.03948707371481719,
"t_end": 134.0061540737154,
"clock": "device",
"calibrated": true
},
"wrist_left": {
"fps": 30.0,
"start_device_s": 18217.307635,
"frames": 3970,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_cc5681142208e29a_left/robowrist_segment1_video_left_down.mp4",
"t_start": 0.3017011359554904,
"t_end": 132.60144113595405,
"clock": "device",
"calibrated": false
},
"wrist_right": {
"fps": 30.0,
"start_device_s": 18217.264203,
"frames": 3972,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_60a6f081bbe60b0d_right/robowrist_segment1_video_right_down.mp4",
"t_start": 0.25826913595327783,
"t_end": 132.6243501359534,
"clock": "device",
"calibrated": false
},
"third_person": {
"file": "mocap/mocap-DR10-S01-zhangxinxin-02p1-1.mp4",
"frames": 4021,
"fps": 30.0,
"clock": "nokov (frame index)",
"t_start": 0.0,
"t_end": 134.0
}
}
},
"flags": [],
"sanity": {
"status": {
"structure": "FAIL",
"markers": "WARN",
"timing": "WARN"
},
"verdict": "READY_WITH_WARNINGS",
"issues": [
"FAIL S_MANIFEST_SIZE",
"WARN M_BODY_ID",
"WARN M_SPIKES",
"WARN M_TRACKER_LABELS",
"WARN T_UNITS"
]
},
"canonical": {
"generated_at_utc": "2026-10-14T12:23:13.490984+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": [
[
0.9999055821,
-0.0137411271,
-9.13302e-05
],
[
9.13302e-05,
0.0132917582,
-0.9999116565
],
[
0.0137411271,
0.9998172386,
0.0132917582
]
],
"scale_nokov_to_canon": 0.001,
"T_canon_nokov_mm": [
[
0.000999905582,
-1.3741127e-05,
-9.133e-08,
0.0
],
[
9.133e-08,
1.3291758e-05,
-0.000999911657,
0.0
],
[
1.3741127e-05,
0.000999817239,
1.3291758e-05,
0.0
],
[
0.0,
0.0,
0.0,
1.0
]
],
"block": "20261012-afternoon",
"block_assignment": "trc",
"tilt_removed_deg": 1.0954346900576917,
"plane_status": "contacts span only 0.66 m",
"floor": {
"sole_marker_p1_mm": 41.4,
"headtop_p95_mm": 1695.0
},
"gravity_check": {
"static_samples": 2003,
"g_world_mean_m_s2": [
0.1366,
-0.0986,
9.6838
],
"tilt_from_z_deg": 0.997,
"tilt_from_z_deg_before_levelling": 2.087,
"magnitude_m_s2": 9.6853
},
"rig_tracker_definition": "e17c9efadb69e7b1/20261012-afternoon/labels-035142/session-b066458e40bd77b6",
"camera_pose_source": "provider T_tracker0_cam",
"files": [
"mocap_zup.npz",
"tracker0_zup.npz",
"rig_zup.npz",
"cameras_zup.npz"
]
},
"smplx": {
"generated_at_utc": "2026-10-15T09:56:41.243434+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": [
0.06722476333379745,
0.011093009263277054,
0.012770535424351692
],
"LHandOut": [
0.05370611697435379,
0.012710193172097206,
-0.025181151926517487
],
"LWristOut": [
-0.009632145054638386,
0.023501383140683174,
-0.01659836433827877
]
},
"right": {
"RHandIn": [
-0.07242782413959503,
0.0064691295847296715,
0.015831442549824715
],
"RHandOut": [
-0.05764278024435043,
0.022081151604652405,
-0.012561127543449402
],
"RWristOut": [
0.011325705796480179,
0.019730892032384872,
-0.008288690820336342
]
}
}
},
"marker_rmse_mm": {
"median_frame": 4.06,
"p95_frame": 6.66
},
"worst_markers": [
"LShin 13mm",
"RThigh 10mm",
"LKneeIn 10mm",
"RHeel 9mm",
"RKneeIn 9mm"
],
"valid_fraction": 0.9998,
"qc": {
"lowest_vertex_mm": {
"median": 12.1,
"p5": -18.4
},
"frames_checked": 536,
"stature_mm": 1627.7
},
"surface_term": {
"weight": 1.0,
"marker_height_mm": 11.0,
"markers_on_surface": 52,
"surface_rmse_mm_median": 12.17
},
"shape_source": "participant median",
"wrist_correction": {
"left": {
"status": "corrected",
"Q_deg": 180.0,
"Q_rotvec": [
-2.98601,
0.43444,
0.87442
],
"in_out_sign": 1,
"wrist_bend_deg_median": 179.0,
"opposite_sign_bend_deg": 36.3,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.75,
"hand_vs_marker_frame_deg": {
"before": 179.63,
"after": 0.75
},
"markers_on_wrist": [
"LWristOut",
"LHandIn",
"LHandOut"
],
"forearm_twist": {
"twist_moved_deg": 174.52,
"wrist_twist_deg_after": {
"median": 5.23,
"iqr": [
4.1,
6.2
]
},
"wrist_total_deg_median_after": 6.6,
"markers_on_forearm": [
"LElbow",
"LForearm",
"LWristIn"
]
},
"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": 4.0,
"opposite_sign_bend_deg": 178.5,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 1.24,
"hand_vs_marker_frame_deg": {
"before": 1.24,
"after": 1.24
},
"markers_on_wrist": [
"RWristOut",
"RHandIn",
"RHandOut"
],
"forearm_twist": {
"twist_moved_deg": -0.0,
"wrist_twist_deg_after": {
"median": 0.0,
"iqr": [
-1.3,
1.7
]
},
"wrist_total_deg_median_after": 3.9,
"markers_on_forearm": [
"RUArmHigh",
"RElbowIn",
"RForearm",
"RWristIn"
]
},
"frames_used": 1500
},
"generated_at_utc": "2026-10-28T06:35:34.932804+00:00",
"note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
}
},
"rig_tracker": {
"definition": "e17c9efadb69e7b1/20261012-afternoon/labels-035142/session-b066458e40bd77b6",
"R_tracker0_imu0": [
[
-0.64979902,
0.20382857,
-0.73226713
],
[
0.75989206,
0.15134076,
-0.63218671
],
[
-0.01803585,
-0.96723828,
-0.25322879
]
],
"p_tracker0_imu0_m": [
0.012928952779504212,
0.0032765904409385867,
-0.034871226184709773
],
"rig_check": {
"gyro_samples": 3552,
"gyro_max_deg": 2.5,
"status": "ok",
"dropped_marker": null,
"gyro_deg": 0.669
},
"file": "derived/rig_tracker_provider/rig_tracker.json",
"compose": "T_world_cam(t) = T_world_tracker0(t) @ T_tracker0_cam"
},
"rig_calibration_repair": {
"version": 2,
"applied_at_utc": "2026-10-18T19:10:10.383182+00:00",
"generated_by": "scripts/correct_processed_rig.py",
"remaining_gyro_frame_deg": 0.8398497248145755
},
"hands_registration": {
"cameras": {},
"hands": {
"left": {
"offset_deg": 33.9,
"offset_rotvec": [
0.5706,
-0.103,
0.1182
],
"dev_deg": {
"median": 11.98,
"p90": 26.95
},
"samples": 3385,
"accepted": 3154,
"wrist_pos_err_mm_median": 67.2,
"per_camera": {
"head": {
"samples": 3385,
"accepted": 3154,
"gate_deg": 30.0,
"offset_deg": 33.9,
"tier": "primary",
"dev_deg_median": 11.98,
"wrist_pos_err_mm_median": 67.2
}
},
"frames_by_state": {
"ace_sample": 12832,
"interpolated": 3236,
"mean_hand": 12,
"no_body_fit": 4
},
"observed_fraction": 0.999,
"observed_fraction_of_valid": 0.9993,
"palm_axis_vs_markers_deg": {
"gsi": 34.54,
"smplx": 0.62
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 5.2,
"p90": 5.8
},
"registered": {
"median": 4.6,
"p90": 5.1
}
}
},
"right": {
"offset_deg": 10.29,
"offset_rotvec": [
0.1482,
0.0578,
-0.0833
],
"dev_deg": {
"median": 13.97,
"p90": 32.37
},
"samples": 3213,
"accepted": 2824,
"wrist_pos_err_mm_median": 59.7,
"per_camera": {
"head": {
"samples": 3213,
"accepted": 2824,
"gate_deg": 30.0,
"offset_deg": 10.29,
"tier": "primary",
"dev_deg_median": 13.97,
"wrist_pos_err_mm_median": 59.7
}
},
"frames_by_state": {
"ace_sample": 11474,
"interpolated": 4334,
"mean_hand": 272,
"no_body_fit": 4
},
"observed_fraction": 0.9828,
"observed_fraction_of_valid": 0.9831,
"palm_axis_vs_markers_deg": {
"gsi": 11.19,
"smplx": 1.17
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 5.7,
"p90": 6.6
},
"registered": {
"median": 5.5,
"p90": 6.3
}
}
}
},
"max_dev_deg": 30.0,
"max_gap_s": 1.0,
"cameras_used": [
"head"
],
"generated_at_utc": "2026-11-03T22:11:36.316424+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/dynamic_recovery/DR10/session_005",
"family": "dynamic_recovery",
"primitive": "DR10",
"source_session": "20261012/DR10/20261012_114052_session62"
},
"task": {
"primitive": "DR10",
"instruction": "Walk across the mats at a normal pace. They may not all feel the same underfoot. Carry on afterwards."
},
"objects": [
{
"name": "HighStep",
"object_type": "HighStep",
"source": "mocap",
"pose_frame": "mesh"
}
]
}