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Release update 2026-11-05: 5760 sessions, instructions, annotations (part 22)
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{
"schema_version": 1,
"session": "EgoMotionActions/20260918/DR10/20260918_082125_session54",
"session_id": "20260918_082125_session54",
"primitive": "DR10",
"batch": "20260918",
"participant": "mahui",
"participant_source": "manifest",
"device_ids": {
"main": "e17c9efadb69e7b1",
"left": "cc5681142208e29a",
"right": "60a6f081bbe60b0d"
},
"generated_at_utc": "2026-10-14T11:13:30.550852+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": 130.19166666666666,
"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": -1.1711,
"rate": 0.0,
"global_lag_s": -1.17,
"peak_corr": 0.9936,
"reference_imu_first_sample_s": 10760.498844076,
"windows": {
"n_windows": 12,
"window_corr_median": 0.9972129791030013,
"drift_ppm": -60.448472702710426,
"drift_se_ppm": 29.237717333500306,
"drift_ms_over_take": -7.869383671347853,
"lag_scatter_ms": 3.191691145601524,
"lag_range_ms": 14.59171528324843
}
},
"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": 26502,
"n_gyro": 26496,
"t_start": -1.183056295017018,
"t_end": 130.94035995098346
},
"imu_head_left": {
"n_acc": 26454,
"n_gyro": 26449,
"t_start": -1.0684873620164628,
"t_end": 131.1107414399841
},
"imu_wrist_right": {
"n_acc": 25435,
"n_gyro": 25448,
"t_start": 0.31521613698459516,
"t_end": 126.01532542998319
},
"imu_wrist_left": {
"n_acc": 24834,
"n_gyro": 24847,
"t_start": 0.2988971949845971,
"t_end": 126.02651975198313
},
"mag_head": {
"n": 13227,
"t_start": -0.9895195700162778,
"t_end": 131.27047828498434
},
"mag_wrist_right": {
"n": 12569,
"t_start": 0.3284924649844423,
"t_end": 126.00791073198451
},
"mag_wrist_left": {
"n": 12571,
"t_start": 0.31209609098295443,
"t_end": 126.01168587898354
}
},
"videos": {
"left": {
"fps": 30.0,
"start_device_s": 10761.707244,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0023423887986386703,
"file": "robocap_segment1_video_left.mp4",
"t_start": 0.039641938780909936,
"t_end": 130.1729529387805,
"clock": "device",
"calibrated": true
},
"right": {
"fps": 30.0,
"start_device_s": 10761.707187,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0019489646456461974,
"file": "robocap_segment1_video_right.mp4",
"t_start": 0.039191514629414836,
"t_end": 130.17248051462883,
"clock": "device",
"calibrated": true
},
"left_front": {
"fps": 30.0,
"start_device_s": 10761.707225,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0018171232386612972,
"file": "robocap_segment1_video_left_front.mp4",
"t_start": 0.03909767322256341,
"t_end": 130.17239767322206,
"clock": "device",
"calibrated": true
},
"right_front": {
"fps": 30.0,
"start_device_s": 10761.707263,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017295646474508202,
"file": "robocap_segment1_video_right_front.mp4",
"t_start": 0.03904811463070912,
"t_end": 130.1723591146303,
"clock": "device",
"calibrated": true
},
"left_eye": {
"fps": 30.0,
"start_device_s": 10761.707206,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.001668932298833096,
"file": "robocap_segment1_video_left_eye.mp4",
"t_start": 0.03893048228127993,
"t_end": 130.17223048228078,
"clock": "device",
"calibrated": true
},
"right_eye": {
"fps": 30.0,
"start_device_s": 10761.707159,
"frames": 3905,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017169377622902274,
"file": "robocap_segment1_video_right_eye.mp4",
"t_start": 0.038931487745862636,
"t_end": 130.17222048774528,
"clock": "device",
"calibrated": true
},
"wrist_left": {
"fps": 30.0,
"start_device_s": 10761.954512,
"frames": 3772,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_cc5681142208e29a_left/robowrist_segment1_video_left_down.mp4",
"t_start": 0.2845675499840534,
"t_end": 125.98417654998337,
"clock": "device",
"calibrated": false
},
"wrist_right": {
"fps": 30.0,
"start_device_s": 10761.969967,
"frames": 3771,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_60a6f081bbe60b0d_right/robowrist_segment1_video_right_down.mp4",
"t_start": 0.30002254998471,
"t_end": 125.9661035499841,
"clock": "device",
"calibrated": false
},
"third_person": {
"file": "mocap/mocap-DR10-S01-mahui-02p2-1.mp4",
"frames": 3906,
"fps": 30.0,
"clock": "nokov (frame index)",
"t_start": 0.0,
"t_end": 130.16666666666666
}
}
},
"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_LABELS",
"WARN S_INDEX_STALE",
"WARN S_PARTICIPANT",
"WARN S_REPORT_TIMING",
"WARN T_RIG_TRACKER",
"WARN T_UNITS"
]
},
"canonical": {
"generated_at_utc": "2026-10-14T12:20:17.588766+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": [
[
0.9999034979,
-0.0138921311,
-5.96602e-05
],
[
5.96602e-05,
0.0085884965,
-0.9999631164
],
[
0.0138921311,
0.9998666143,
0.0085884965
]
],
"scale_nokov_to_canon": 0.001,
"T_canon_nokov_mm": [
[
0.000999903498,
-1.3892131e-05,
-5.966e-08,
0.0
],
[
5.966e-08,
8.588497e-06,
-0.000999963116,
0.0
],
[
1.3892131e-05,
0.000999866614,
8.588497e-06,
0.0
],
[
0.0,
0.0,
0.0,
1.0
]
],
"block": "20260918-afternoon",
"block_assignment": "trc",
"tilt_removed_deg": 0.9358302314630588,
"plane_status": "contacts span only 0.58 m",
"floor": {
"sole_marker_p1_mm": 46.0,
"headtop_p95_mm": 1686.4
},
"gravity_check": {
"static_samples": 6910,
"g_world_mean_m_s2": [
0.003,
0.0529,
9.7583
],
"tilt_from_z_deg": 0.311,
"tilt_from_z_deg_before_levelling": 0.834,
"magnitude_m_s2": 9.7584
},
"rig_tracker_definition": "e17c9efadb69e7b1/20260918-afternoon/labels-530412/session-d937a77794817b6c",
"camera_pose_source": "provider T_tracker0_cam",
"files": [
"mocap_zup.npz",
"tracker0_zup.npz",
"rig_zup.npz",
"cameras_zup.npz"
]
},
"smplx": {
"generated_at_utc": "2026-10-15T03:17:31.507155+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": [
0.0462983101606369,
0.025715461000800133,
0.021423624828457832
],
"LHandOut": [
0.047326065599918365,
0.001791174989193678,
-0.034911900758743286
],
"LWristOut": [
-0.02344638481736183,
-0.007144204806536436,
-0.03737175837159157
]
},
"right": {
"RHandIn": [
-0.048902880400419235,
-0.02500210516154766,
0.024864064529538155
],
"RHandOut": [
-0.05007578432559967,
0.019731970503926277,
-0.025485703721642494
],
"RWristIn": [
0.009003776125609875,
-0.032644469290971756,
0.02482750080525875
]
}
}
},
"marker_rmse_mm": {
"median_frame": 4.32,
"p95_frame": 7.94
},
"worst_markers": [
"LShin 19mm",
"LKneeIn 13mm",
"RKneeIn 12mm",
"LKnee 8mm",
"LHeel 7mm"
],
"valid_fraction": 1.0,
"qc": {
"lowest_vertex_mm": {
"median": 10.7,
"p5": -0.9
},
"frames_checked": 521,
"stature_mm": 1631.4
},
"surface_term": {
"weight": 1.0,
"marker_height_mm": 11.0,
"markers_on_surface": 52,
"surface_rmse_mm_median": 12.99
},
"shape_source": "participant median",
"wrist_correction": {
"left": {
"status": "corrected",
"Q_deg": 180.0,
"Q_rotvec": [
2.98498,
-0.43373,
-0.87829
],
"in_out_sign": 1,
"wrist_bend_deg_median": 176.6,
"opposite_sign_bend_deg": 18.7,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.51,
"hand_vs_marker_frame_deg": {
"before": 179.76,
"after": 0.51
},
"markers_on_wrist": [
"LWristOut",
"LHandIn",
"LHandOut"
],
"forearm_twist": {
"twist_moved_deg": -176.41,
"wrist_twist_deg_after": {
"median": -0.14,
"iqr": [
-1.0,
0.6
]
},
"wrist_total_deg_median_after": 25.7,
"markers_on_forearm": [
"LElbow",
"LElbowIn",
"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": 14.4,
"opposite_sign_bend_deg": 178.1,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.67,
"hand_vs_marker_frame_deg": {
"before": 0.67,
"after": 0.67
},
"markers_on_wrist": [
"RWristIn",
"RHandIn",
"RHandOut"
],
"forearm_twist": {
"twist_moved_deg": -0.0,
"wrist_twist_deg_after": {
"median": 0.0,
"iqr": [
-1.4,
3.0
]
},
"wrist_total_deg_median_after": 14.4,
"markers_on_forearm": [
"RElbow",
"RElbowIn",
"RForearm",
"RWristOut"
]
},
"frames_used": 1500
},
"generated_at_utc": "2026-10-28T06:19:16.190281+00:00",
"note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
}
},
"rig_tracker": {
"definition": "e17c9efadb69e7b1/20260918-afternoon/labels-530412/session-d937a77794817b6c",
"R_tracker0_imu0": [
[
-0.69440271,
0.03244329,
-0.71885486
],
[
0.70259407,
0.24638346,
-0.66757529
],
[
0.15545561,
-0.96862925,
-0.19388381
]
],
"p_tracker0_imu0_m": [
-0.17660701928622216,
-0.0269785348642512,
0.008751204878683952
],
"rig_check": {
"gyro_samples": 2719,
"gyro_max_deg": 2.5,
"status": "ok",
"dropped_marker": null,
"gyro_deg": 1.098
},
"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": "2026-10-18T18:56:18.800725+00:00",
"generated_by": "scripts/correct_processed_rig.py",
"remaining_gyro_frame_deg": 1.213286237233967
},
"hands_registration": {
"cameras": {},
"hands": {
"left": {
"offset_deg": 4.64,
"offset_rotvec": [
0.0074,
-0.0619,
-0.0517
],
"dev_deg": {
"median": 10.23,
"p90": 29.27
},
"samples": 3353,
"accepted": 3037,
"wrist_pos_err_mm_median": 83.6,
"per_camera": {
"head": {
"samples": 3353,
"accepted": 3037,
"gate_deg": 30.0,
"offset_deg": 4.64,
"tier": "primary",
"dev_deg_median": 10.23,
"wrist_pos_err_mm_median": 83.6
}
},
"frames_by_state": {
"ace_sample": 12356,
"interpolated": 3120,
"mean_hand": 148,
"no_body_fit": 0
},
"observed_fraction": 0.9905,
"observed_fraction_of_valid": 0.9905,
"palm_axis_vs_markers_deg": {
"gsi": 8.22,
"smplx": 0.38
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 9.1,
"p90": 18.1
},
"registered": {
"median": 9.2,
"p90": 17.4
}
}
},
"right": {
"offset_deg": 11.29,
"offset_rotvec": [
-0.1125,
-0.1446,
-0.0727
],
"dev_deg": {
"median": 7.99,
"p90": 19.1
},
"samples": 3438,
"accepted": 3298,
"wrist_pos_err_mm_median": 64.7,
"per_camera": {
"head": {
"samples": 3438,
"accepted": 3298,
"gate_deg": 30.0,
"offset_deg": 11.29,
"tier": "primary",
"dev_deg_median": 7.99,
"wrist_pos_err_mm_median": 64.7
}
},
"frames_by_state": {
"ace_sample": 13312,
"interpolated": 1580,
"mean_hand": 732,
"no_body_fit": 0
},
"observed_fraction": 0.9531,
"observed_fraction_of_valid": 0.9531,
"palm_axis_vs_markers_deg": {
"gsi": 13.72,
"smplx": 0.35
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 12.5,
"p90": 16.0
},
"registered": {
"median": 12.9,
"p90": 15.4
}
}
}
},
"max_dev_deg": 30.0,
"max_gap_s": 1.0,
"cameras_used": [
"head"
],
"generated_at_utc": "2026-11-03T23:00:43.957913+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_002",
"family": "dynamic_recovery",
"primitive": "DR10",
"source_session": "20260918/DR10/20260918_082125_session54"
},
"task": {
"primitive": "DR10",
"instruction": "Walk across the mats at a normal pace. They may not all feel the same underfoot. Carry on afterwards."
}
}