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Release update 2026-11-05: 5760 sessions, instructions, annotations (part 23)
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{
"schema_version": 1,
"session": "EgoMotionActions/20261020/DR10/20261020_093746_session18",
"session_id": "20261020_093746_session18",
"primitive": "DR10",
"batch": "20261020",
"participant": "lvaoshan",
"participant_source": "manifest",
"device_ids": {
"main": "e3296774a321bb51",
"left": "75b5984e04d1d236",
"right": "c84bc808cb6b47af"
},
"generated_at_utc": "2026-10-22T16:11:16.567454+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": 121.825,
"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": -0.09268,
"rate": 0.0,
"global_lag_s": -0.095,
"peak_corr": 0.9985,
"reference_imu_first_sample_s": 1999.098280629,
"windows": {
"n_windows": 11,
"window_corr_median": 0.998871020896662,
"drift_ppm": -3.5928505268204374,
"drift_se_ppm": 2.0947613418112105,
"drift_ms_over_take": -0.4376690750088429,
"lag_scatter_ms": 0.1987265098378179,
"lag_range_ms": 0.6939029369708583
}
},
"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": 24603,
"n_gyro": 24597,
"t_start": -0.09960162499185299,
"t_end": 122.01229425300819
},
"imu_head_left": {
"n_acc": 24485,
"n_gyro": 24480,
"t_start": 0.011842750008166147,
"t_end": 122.17911134700837
},
"imu_wrist_right": {
"n_acc": 24268,
"n_gyro": 24282,
"t_start": -0.8080371039917982,
"t_end": 119.9153094210081
},
"imu_wrist_left": {
"n_acc": 24427,
"n_gyro": 24441,
"t_start": -0.9109427729917361,
"t_end": 119.60084994300844
},
"mag_head": {
"n": 12226,
"t_start": 0.09116383400812356,
"t_end": 122.34115943400805
},
"mag_wrist_right": {
"n": 12071,
"t_start": -0.7911627009918238,
"t_end": 119.90912263700814
},
"mag_wrist_left": {
"n": 12045,
"t_start": -0.9027350679918318,
"t_end": 119.53735548200832
}
},
"videos": {
"left": {
"fps": 30.0,
"start_device_s": 1999.228275,
"frames": 3654,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0025546514432425653,
"file": "robocap_segment1_video_left.mp4",
"t_start": 0.03986882445139872,
"t_end": 121.80656882445176,
"clock": "device",
"calibrated": true
},
"right": {
"fps": 30.0,
"start_device_s": 1999.228258,
"frames": 3654,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002366886077403108,
"file": "robocap_segment1_video_right.mp4",
"t_start": 0.03966405908574688,
"t_end": 121.80635305908557,
"clock": "device",
"calibrated": true
},
"left_front": {
"fps": 30.0,
"start_device_s": 1999.228269,
"frames": 3654,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0026728712083183277,
"file": "robocap_segment1_video_left_front.mp4",
"t_start": 0.039981044216413464,
"t_end": 121.80667004421623,
"clock": "device",
"calibrated": true
},
"right_front": {
"fps": 30.0,
"start_device_s": 1999.22828,
"frames": 3654,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002595594493655556,
"file": "robocap_segment1_video_right_front.mp4",
"t_start": 0.03991476750190759,
"t_end": 121.80662576750213,
"clock": "device",
"calibrated": true
},
"left_eye": {
"fps": 30.0,
"start_device_s": 1999.228264,
"frames": 3652,
"pts_gaps": 2,
"timing": "pts",
"timeshift_cam_imu_s": 0.002394386090989767,
"gap_test": {
"pts": {
"offset_ms": 21.6,
"corr": 0.965,
"err_ms": 19.2
},
"nominal": {
"offset_ms": 71.6,
"corr": 0.965,
"err_ms": 69.2
}
},
"file": "robocap_segment1_video_left_eye.mp4",
"t_start": 0.03969755909936157,
"t_end": 121.82301955909936,
"clock": "device",
"calibrated": true
},
"right_eye": {
"fps": 30.0,
"start_device_s": 1999.228249,
"frames": 3654,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.002315656053021164,
"file": "robocap_segment1_video_right_eye.mp4",
"t_start": 0.039603829061273244,
"t_end": 121.80627082906115,
"clock": "device",
"calibrated": true
},
"wrist_left": {
"fps": 30.0,
"start_device_s": 1998.276664,
"frames": 3619,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_75b5984e04d1d236_left/robowrist_segment1_video_left_down.mp4",
"t_start": -0.9142968269917919,
"t_end": 119.6857681730083,
"clock": "device",
"calibrated": false
},
"wrist_right": {
"fps": 30.0,
"start_device_s": 1998.384698,
"frames": 3621,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_c84bc808cb6b47af_right/robowrist_segment1_video_right_down.mp4",
"t_start": -0.8062628269917032,
"t_end": 119.86066417300829,
"clock": "device",
"calibrated": false
},
"third_person": {
"file": "mocap/mocap-DR10-S01-lvaoshan-02p2-1.mp4",
"frames": 3655,
"fps": 30.0,
"clock": "nokov (frame index)",
"t_start": 0.0,
"t_end": 121.8
}
}
},
"flags": [],
"sanity": {
"status": {
"structure": "WARN",
"markers": "WARN",
"timing": "WARN"
},
"verdict": "READY_WITH_WARNINGS",
"issues": [
"WARN M_BODY_ID",
"WARN M_FLOOR_SHIFT",
"WARN M_SPIKES",
"WARN M_TRACKER_GEOM",
"WARN S_CALIB",
"WARN S_INDEX",
"WARN S_REPORT_TIMING",
"WARN T_FRAMES",
"WARN T_LAG_OUTLIER",
"WARN T_PTS",
"WARN T_RIG_TRACKER",
"WARN T_UNITS"
]
},
"rig_tracker": {
"definition": "e3296774a321bb51/20261020-afternoon/labels-503412/session-c0e270676484f098",
"R_tracker0_imu0": [
[
-0.58141068,
0.19265772,
-0.79047114
],
[
0.79700886,
-0.06039865,
-0.60094
],
[
-0.16351912,
-0.97940543,
-0.11843349
]
],
"p_tracker0_imu0_m": [
0.012431320661818427,
-0.008819129967168425,
-0.016472282197805756
],
"rig_check": {
"gyro_samples": 2937,
"gyro_max_deg": 2.5,
"status": "video_solve",
"dropped_marker": null,
"gyro_deg": 1.974,
"video_solve": {
"status": "ok",
"reason": "",
"reprojection_px": 2.851,
"n_assoc": 540,
"gyro_deg": 1.974
}
},
"file": "derived/rig_tracker_provider/rig_tracker.json",
"compose": "T_world_cam(t) = T_world_tracker0(t) @ T_tracker0_cam"
},
"canonical": {
"generated_at_utc": "2026-10-26T10:24:09.527579+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": [
[
0.9999961192,
0.002785949,
8.8845e-06
],
[
-8.8845e-06,
0.0063779982,
-0.9999796603
],
[
-0.002785949,
0.9999757795,
0.0063779982
]
],
"scale_nokov_to_canon": 0.001,
"T_canon_nokov_mm": [
[
0.000999996119,
2.785949e-06,
8.884e-09,
0.0
],
[
-8.884e-09,
6.377998e-06,
-0.00099997966,
0.0
],
[
-2.785949e-06,
0.00099997578,
6.377998e-06,
0.0
],
[
0.0,
0.0,
0.0,
1.0
]
],
"block": "20261020-afternoon",
"block_assignment": "trc",
"tilt_removed_deg": 0.398776794692196,
"plane_status": "ok",
"floor": {
"sole_marker_p1_mm": 32.6,
"headtop_p95_mm": 1708.4
},
"gravity_check": {
"static_samples": 3396,
"g_world_mean_m_s2": [
0.2727,
-0.1719,
9.7015
],
"tilt_from_z_deg": 1.903,
"tilt_from_z_deg_before_levelling": 2.002,
"magnitude_m_s2": 9.7069
},
"rig_tracker_definition": "e3296774a321bb51/20261020-afternoon/labels-503412/session-c0e270676484f098",
"rig_check": {
"status": "video_solve",
"dropped_marker": null,
"gyro_deg": 1.974
},
"camera_pose_source": "T_tracker0_imu0 @ inv(T_cam_imu)",
"files": [
"mocap_zup.npz",
"tracker0_zup.npz",
"rig_zup.npz",
"cameras_zup.npz"
]
},
"smplx": {
"generated_at_utc": "2026-10-23T06:48:42.124208+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": [
0.08500514924526215,
0.013667277060449123,
0.025098120793700218
],
"LHandOut": [
0.08084320276975632,
0.011452023871243,
-0.014140660874545574
],
"LWristIn": [
-0.005046722013503313,
0.01609104685485363,
0.028655976057052612
],
"LWristOut": [
0.005003045778721571,
0.025980429723858833,
-0.01427161693572998
]
},
"right": {
"RHandIn": [
-0.054547958076000214,
-0.028601232916116714,
0.006731225643306971
],
"RHandOut": [
-0.06383297592401505,
0.024984722957015038,
-0.007697075139731169
]
}
}
},
"marker_rmse_mm": {
"median_frame": 3.76,
"p95_frame": 5.6
},
"worst_markers": [
"RKneeIn 11mm",
"LKneeIn 8mm",
"RThigh 7mm",
"LShin 7mm",
"RKnee 7mm"
],
"valid_fraction": 1.0,
"qc": {
"lowest_vertex_mm": {
"median": 31.8,
"p5": 13.2
},
"frames_checked": 488,
"stature_mm": 1659.4
},
"surface_term": {
"weight": 1.0,
"marker_height_mm": 11.0,
"markers_on_surface": 52,
"surface_rmse_mm_median": 12.73
},
"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": 177.3,
"opposite_sign_bend_deg": 28.0,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.69,
"hand_vs_marker_frame_deg": {
"before": 179.59,
"after": 0.69
},
"markers_on_wrist": [
"LWristIn",
"LWristOut",
"LHandIn",
"LHandOut"
],
"forearm_twist": {
"twist_moved_deg": -177.1,
"wrist_twist_deg_after": {
"median": -0.31,
"iqr": [
-1.4,
0.7
]
},
"wrist_total_deg_median_after": 14.7,
"markers_on_forearm": [
"LForearm"
]
},
"frames_used": 1462
},
"right": {
"status": "corrected",
"Q_deg": 0.0,
"Q_rotvec": [
0.0,
0.0,
-0.0
],
"in_out_sign": 1,
"wrist_bend_deg_median": 9.9,
"opposite_sign_bend_deg": 178.5,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.49,
"hand_vs_marker_frame_deg": {
"before": 0.49,
"after": 0.49
},
"markers_on_wrist": [
"RHandIn",
"RHandOut"
],
"forearm_twist": {
"twist_moved_deg": -0.0,
"wrist_twist_deg_after": {
"median": -0.0,
"iqr": [
-0.7,
1.0
]
},
"wrist_total_deg_median_after": 9.9,
"markers_on_forearm": [
"RForearm",
"RWristIn",
"RWristOut"
]
},
"frames_used": 1462
},
"generated_at_utc": "2026-10-28T06:43:22.520174+00:00",
"note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
}
},
"hands_registration": {
"cameras": {},
"hands": {
"left": {
"offset_deg": 13.12,
"offset_rotvec": [
0.0489,
-0.1253,
0.1853
],
"dev_deg": {
"median": 13.82,
"p90": 27.46
},
"samples": 2906,
"accepted": 2695,
"wrist_pos_err_mm_median": 53.2,
"per_camera": {
"head": {
"samples": 2906,
"accepted": 2695,
"gate_deg": 30.0,
"offset_deg": 13.12,
"tier": "primary",
"dev_deg_median": 13.82,
"wrist_pos_err_mm_median": 53.2
}
},
"frames_by_state": {
"ace_sample": 11102,
"interpolated": 3502,
"mean_hand": 16,
"no_body_fit": 0
},
"observed_fraction": 0.9989,
"observed_fraction_of_valid": 0.9989,
"palm_axis_vs_markers_deg": {
"gsi": 12.81,
"smplx": 0.52
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 13.8,
"p90": 15.8
},
"registered": {
"median": 12.0,
"p90": 13.8
}
}
},
"right": {
"offset_deg": 9.76,
"offset_rotvec": [
-0.0804,
0.1501,
0.0031
],
"dev_deg": {
"median": 12.25,
"p90": 28.64
},
"samples": 2528,
"accepted": 2307,
"wrist_pos_err_mm_median": 66.1,
"per_camera": {
"head": {
"samples": 2528,
"accepted": 2307,
"gate_deg": 30.0,
"offset_deg": 9.76,
"tier": "primary",
"dev_deg_median": 12.25,
"wrist_pos_err_mm_median": 66.1
}
},
"frames_by_state": {
"ace_sample": 9586,
"interpolated": 4874,
"mean_hand": 160,
"no_body_fit": 0
},
"observed_fraction": 0.9891,
"observed_fraction_of_valid": 0.9891,
"palm_axis_vs_markers_deg": {
"gsi": 12.89,
"smplx": 0.32
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 13.8,
"p90": 21.2
},
"registered": {
"median": 13.3,
"p90": 19.7
}
}
}
},
"max_dev_deg": 30.0,
"max_gap_s": 1.0,
"cameras_used": [
"head"
],
"generated_at_utc": "2026-11-03T20:57:58.643923+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_006",
"family": "dynamic_recovery",
"primitive": "DR10",
"source_session": "20261020/DR10/20261020_093746_session18"
},
"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": "Cushion",
"object_type": "Cushion",
"source": "mocap",
"pose_frame": "rigid_body"
},
{
"name": "LowStep",
"object_type": "LowStep",
"source": "mocap",
"pose_frame": "rigid_body"
}
]
}