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Release update 2026-11-05: 5760 sessions, instructions, annotations (part 22)
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{
"schema_version": 1,
"session": "EgoMotionActions/20261009/DR10/20261009_033819_session55",
"session_id": "20261009_033819_session55",
"primitive": "DR10",
"batch": "20261009",
"participant": "daihaoxiang",
"participant_source": "manifest",
"device_ids": {
"main": "e17c9efadb69e7b1",
"left": "cc5681142208e29a",
"right": "60a6f081bbe60b0d"
},
"generated_at_utc": "2026-10-14T11:35:08.473599+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": 139.025,
"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": -1.16492,
"rate": 0.0,
"global_lag_s": -1.165,
"peak_corr": 0.9885,
"reference_imu_first_sample_s": 997.116424648,
"windows": {
"n_windows": 12,
"window_corr_median": 0.9933829746656593,
"drift_ppm": 4.186910380181394,
"drift_se_ppm": 2.7276791931869706,
"drift_ms_over_take": 0.5820503246848836,
"lag_scatter_ms": 0.2977629693054461,
"lag_range_ms": 1.0340144909573024
}
},
"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": 28251,
"n_gyro": 28245,
"t_start": -1.1815015265303077,
"t_end": 139.67249205346977
},
"imu_head_left": {
"n_acc": 28200,
"n_gyro": 28194,
"t_start": -1.0684728595303272,
"t_end": 139.8463482724696
},
"imu_wrist_right": {
"n_acc": 27218,
"n_gyro": 27231,
"t_start": 0.3646437004697032,
"t_end": 134.88667200846973
},
"imu_wrist_left": {
"n_acc": 26580,
"n_gyro": 26593,
"t_start": 0.3190062054696523,
"t_end": 134.89690812046976
},
"mag_head": {
"n": 14101,
"t_start": -0.9882329425303555,
"t_end": 140.01177499946968
},
"mag_wrist_right": {
"n": 13452,
"t_start": 0.3802880374696156,
"t_end": 134.88984883646978
},
"mag_wrist_left": {
"n": 13457,
"t_start": 0.328186905469654,
"t_end": 134.88746554546967
}
},
"videos": {
"left": {
"fps": 30.0,
"start_device_s": 998.31885,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0023423887986386703,
"file": "robocap_segment1_video_left.mp4",
"t_start": 0.039848179268308304,
"t_end": 139.00651517926846,
"clock": "device",
"calibrated": true
},
"right": {
"fps": 30.0,
"start_device_s": 998.318805,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0019489646456461974,
"file": "robocap_segment1_video_right.mp4",
"t_start": 0.03940975511530498,
"t_end": 139.00607675511534,
"clock": "device",
"calibrated": true
},
"left_front": {
"fps": 30.0,
"start_device_s": 998.318836,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0018171232386612972,
"file": "robocap_segment1_video_left_front.mp4",
"t_start": 0.03930891370835754,
"t_end": 139.0059759137084,
"clock": "device",
"calibrated": true
},
"right_front": {
"fps": 30.0,
"start_device_s": 998.318866,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017295646474508202,
"file": "robocap_segment1_video_right_front.mp4",
"t_start": 0.03925135511709188,
"t_end": 139.00591835511702,
"clock": "device",
"calibrated": true
},
"left_eye": {
"fps": 30.0,
"start_device_s": 998.31882,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.001668932298833096,
"file": "robocap_segment1_video_left_eye.mp4",
"t_start": 0.03914472276843073,
"t_end": 139.00581172276836,
"clock": "device",
"calibrated": true
},
"right_eye": {
"fps": 30.0,
"start_device_s": 998.318784,
"frames": 4170,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": 0.0017169377622902274,
"file": "robocap_segment1_video_right_eye.mp4",
"t_start": 0.03915672823196248,
"t_end": 139.0058237282319,
"clock": "device",
"calibrated": true
},
"wrist_left": {
"fps": 30.0,
"start_device_s": 998.599003,
"frames": 4037,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_cc5681142208e29a_left/robowrist_segment1_video_left_down.mp4",
"t_start": 0.31765879046971124,
"t_end": 134.8502757904698,
"clock": "device",
"calibrated": false
},
"wrist_right": {
"fps": 30.0,
"start_device_s": 998.632482,
"frames": 4035,
"pts_gaps": 0,
"timing": "pts",
"timeshift_cam_imu_s": null,
"file": "robowrist_60a6f081bbe60b0d_right/robowrist_segment1_video_right_down.mp4",
"t_start": 0.3511377904696542,
"t_end": 134.8173487904696,
"clock": "device",
"calibrated": false
},
"third_person": {
"file": "mocap/mocap-DR10-S01-daihaoxiang-02p1-1.mp4",
"frames": 4171,
"fps": 30.0,
"clock": "nokov (frame index)",
"t_start": 0.0,
"t_end": 139.0
}
}
},
"flags": [],
"sanity": {
"status": {
"structure": "PASS",
"markers": "WARN",
"timing": "WARN"
},
"verdict": "READY_WITH_WARNINGS",
"issues": [
"WARN M_SPIKES",
"WARN M_TRACKER_LABELS",
"WARN T_RIG_TRACKER",
"WARN T_UNITS"
]
},
"canonical": {
"generated_at_utc": "2026-10-14T12:22:59.527856+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": [
[
0.9999224264,
-0.0124552848,
-8.4556e-05
],
[
8.4556e-05,
0.0135763823,
-0.9999078331
],
[
0.0124552848,
0.9998302595,
0.0135763823
]
],
"scale_nokov_to_canon": 0.001,
"T_canon_nokov_mm": [
[
0.000999922426,
-1.2455285e-05,
-8.4556e-08,
0.0
],
[
8.4556e-08,
1.3576382e-05,
-0.000999907833,
0.0
],
[
1.2455285e-05,
0.000999830259,
1.3576382e-05,
0.0
],
[
0.0,
0.0,
0.0,
1.0
]
],
"block": "20261009-morning",
"block_assignment": "trc",
"tilt_removed_deg": 1.0556903911986237,
"plane_status": "contacts span only 0.92 m",
"floor": {
"sole_marker_p1_mm": 18.2,
"headtop_p95_mm": 1877.0
},
"gravity_check": {
"static_samples": 777,
"g_world_mean_m_s2": [
-0.3205,
0.3705,
9.7248
],
"tilt_from_z_deg": 2.884,
"tilt_from_z_deg_before_levelling": 1.829,
"magnitude_m_s2": 9.7371
},
"rig_tracker_definition": "e17c9efadb69e7b1/20261009-morning/labels-035142/session-0469403b8ae08b64",
"camera_pose_source": "provider T_tracker0_cam",
"files": [
"mocap_zup.npz",
"tracker0_zup.npz",
"rig_zup.npz",
"cameras_zup.npz"
]
},
"smplx": {
"generated_at_utc": "2026-10-15T08:33:50.192036+00:00",
"generated_by": "scripts/fit_smplx_dataset.py",
"file": "smplx.npz",
"gender": "male",
"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": [
0.04158063232898712,
-0.021204274147748947,
-0.004425751976668835
],
"LHandOut": [
0.045041024684906006,
0.027511630207300186,
-0.018209772184491158
]
},
"right": {
"RHandIn": [
-0.053888387978076935,
0.017541861161589622,
0.019368205219507217
],
"RHandOut": [
-0.06022060289978981,
0.027287283912301064,
-0.028439801186323166
]
}
}
},
"marker_rmse_mm": {
"median_frame": 4.04,
"p95_frame": 6.31
},
"worst_markers": [
"LKneeIn 10mm",
"RKneeIn 8mm",
"RShin 8mm",
"LHeel 7mm",
"RKnee 7mm"
],
"valid_fraction": 1.0,
"qc": {
"lowest_vertex_mm": {
"median": 58.6,
"p5": -18.0
},
"frames_checked": 557,
"stature_mm": 1770.9
},
"surface_term": {
"weight": 1.0,
"marker_height_mm": 11.0,
"markers_on_surface": 52,
"surface_rmse_mm_median": 12.65
},
"shape_source": "participant median",
"wrist_correction": {
"left": {
"status": "corrected",
"Q_deg": 180.0,
"Q_rotvec": [
-3.02575,
0.26943,
0.80116
],
"in_out_sign": 1,
"wrist_bend_deg_median": 178.2,
"opposite_sign_bend_deg": 26.2,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 2.1,
"hand_vs_marker_frame_deg": {
"before": 179.69,
"after": 2.1
},
"markers_on_wrist": [
"LHandIn",
"LHandOut"
],
"forearm_twist": {
"twist_moved_deg": 174.28,
"wrist_twist_deg_after": {
"median": 5.2,
"iqr": [
3.7,
6.8
]
},
"wrist_total_deg_median_after": 12.7,
"markers_on_forearm": [
"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": 10.9,
"opposite_sign_bend_deg": 178.3,
"in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)",
"marker_frame_spread_deg": 0.99,
"hand_vs_marker_frame_deg": {
"before": 0.99,
"after": 0.99
},
"markers_on_wrist": [
"RHandIn",
"RHandOut"
],
"forearm_twist": {
"twist_moved_deg": 0.0,
"wrist_twist_deg_after": {
"median": 0.0,
"iqr": [
-1.5,
1.8
]
},
"wrist_total_deg_median_after": 11.0,
"markers_on_forearm": [
"RElbowIn",
"RForearm",
"RWristIn",
"RWristOut"
]
},
"frames_used": 1500
},
"generated_at_utc": "2026-10-28T06:33:35.642214+00:00",
"note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged"
}
},
"rig_tracker": {
"definition": "e17c9efadb69e7b1/20261009-morning/labels-035142/session-0469403b8ae08b64",
"R_tracker0_imu0": [
[
-0.71995269,
0.24839323,
-0.64805009
],
[
0.65589564,
-0.06171683,
-0.75232436
],
[
-0.22686788,
-0.96669118,
-0.11848684
]
],
"p_tracker0_imu0_m": [
0.015948304317237035,
-0.003767742420786802,
-0.03362997931742647
],
"rig_check": {
"gyro_samples": 7775,
"gyro_max_deg": 2.5,
"status": "ok",
"dropped_marker": null,
"gyro_deg": 1.559
},
"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": "2026-10-18T19:09:07.903871+00:00",
"generated_by": "scripts/correct_processed_rig.py",
"remaining_gyro_frame_deg": 1.552298504789178
},
"hands_registration": {
"cameras": {},
"hands": {
"left": {
"offset_deg": 21.88,
"offset_rotvec": [
0.364,
0.0613,
0.098
],
"dev_deg": {
"median": 13.78,
"p90": 25.5
},
"samples": 3562,
"accepted": 3373,
"wrist_pos_err_mm_median": 62.0,
"per_camera": {
"head": {
"samples": 3562,
"accepted": 3373,
"gate_deg": 30.0,
"offset_deg": 21.88,
"tier": "primary",
"dev_deg_median": 13.78,
"wrist_pos_err_mm_median": 62.0
}
},
"frames_by_state": {
"ace_sample": 13656,
"interpolated": 2588,
"mean_hand": 440,
"no_body_fit": 0
},
"observed_fraction": 0.9736,
"observed_fraction_of_valid": 0.9736,
"palm_axis_vs_markers_deg": {
"gsi": 21.79,
"smplx": 0.95
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 10.7,
"p90": 11.8
},
"registered": {
"median": 10.6,
"p90": 12.0
}
}
},
"right": {
"offset_deg": 17.79,
"offset_rotvec": [
0.2759,
-0.035,
0.1378
],
"dev_deg": {
"median": 11.1,
"p90": 37.36
},
"samples": 3721,
"accepted": 3230,
"wrist_pos_err_mm_median": 62.7,
"per_camera": {
"head": {
"samples": 3721,
"accepted": 3230,
"gate_deg": 30.0,
"offset_deg": 17.79,
"tier": "primary",
"dev_deg_median": 11.1,
"wrist_pos_err_mm_median": 62.7
}
},
"frames_by_state": {
"ace_sample": 13014,
"interpolated": 1862,
"mean_hand": 1808,
"no_body_fit": 0
},
"observed_fraction": 0.8916,
"observed_fraction_of_valid": 0.8916,
"palm_axis_vs_markers_deg": {
"gsi": 16.42,
"smplx": 0.7
},
"hand_marker_to_mesh_mm": {
"flat": {
"median": 11.3,
"p90": 15.9
},
"registered": {
"median": 11.1,
"p90": 14.9
}
}
}
},
"max_dev_deg": 30.0,
"max_gap_s": 1.0,
"cameras_used": [
"head"
],
"generated_at_utc": "2026-11-03T22:18:29.835678+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_004",
"family": "dynamic_recovery",
"primitive": "DR10",
"source_session": "20261009/DR10/20261009_033819_session55"
},
"task": {
"primitive": "DR10",
"instruction": "Walk across the mats at a normal pace. They may not all feel the same underfoot. Carry on afterwards."
}
}