{ "schema_version": 1, "session": "EgoMotionActions/20260910/LM21/20260910_100934_session174", "session_id": "20260910_100934_session174", "primitive": "LM21", "batch": "20260910", "participant": "mahui", "participant_source": "manifest", "device_ids": { "main": "e17c9efadb69e7b1", "left": "cc5681142208e29a", "right": "60a6f081bbe60b0d" }, "generated_at_utc": "2026-10-14T11:01:53.730212+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": 109.025, "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": -1.173896, "rate": 0.0, "global_lag_s": -1.175, "peak_corr": 0.991, "reference_imu_first_sample_s": 35095.872190645, "windows": { "n_windows": 8, "window_corr_median": 0.9984359073087785, "drift_ppm": -3.4213985420066124, "drift_se_ppm": 6.1850466708114515, "drift_ms_over_take": -0.37298946438775415, "lag_scatter_ms": 0.34713488345074855, "lag_range_ms": 1.3027306305863906 } }, "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": 22255, "n_gyro": 22248, "t_start": -1.1858629543489587, "t_end": 109.76339772165421 }, "imu_head_left": { "n_acc": 22216, "n_gyro": 22209, "t_start": -1.075932729348533, "t_end": 109.92685572365055 }, "imu_wrist_right": { "n_acc": 20913, "n_gyro": 20924, "t_start": 0.34068322864961376, "t_end": 103.68385657865339 }, "imu_wrist_left": { "n_acc": 20397, "n_gyro": 20397, "t_start": 0.2212227956483912, "t_end": 103.47729496564763 }, "mag_head": { "n": 11109, "t_start": -0.990641937350556, "t_end": 110.08945457365236 }, "mag_wrist_right": { "n": 10334, "t_start": 0.35908939065167944, "t_end": 103.68927528065298 }, "mag_wrist_left": { "n": 10325, "t_start": 0.23550548664981763, "t_end": 103.47552181164839 } }, "videos": { "left": { "fps": 30.0, "start_device_s": 35097.082986, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.0023423887986386703, "file": "robocap_segment1_video_left.mp4", "t_start": 0.03924188444991161, "t_end": 109.00591988444695, "clock": "device", "calibrated": true }, "right": { "fps": 30.0, "start_device_s": 35097.082927, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.0019489646456461974, "file": "robocap_segment1_video_right.mp4", "t_start": 0.03878946029773944, "t_end": 109.00546746029478, "clock": "device", "calibrated": true }, "left_front": { "fps": 30.0, "start_device_s": 35097.082964, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.0018171232386612972, "file": "robocap_segment1_video_left_front.mp4", "t_start": 0.03869461888873049, "t_end": 109.00537261888577, "clock": "device", "calibrated": true }, "right_front": { "fps": 30.0, "start_device_s": 35097.083004, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.0017295646474508202, "file": "robocap_segment1_video_right_front.mp4", "t_start": 0.03864706029755327, "t_end": 109.00531406029815, "clock": "device", "calibrated": true }, "left_eye": { "fps": 30.0, "start_device_s": 35097.082946, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.001668932298833096, "file": "robocap_segment1_video_left_eye.mp4", "t_start": 0.038528427955061506, "t_end": 109.0052064279521, "clock": "device", "calibrated": true }, "right_eye": { "fps": 30.0, "start_device_s": 35097.0829, "frames": 3270, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": 0.0017169377622902274, "file": "robocap_segment1_video_right_eye.mp4", "t_start": 0.03853043341270679, "t_end": 109.00520843340975, "clock": "device", "calibrated": true }, "wrist_left": { "fps": 30.0, "start_device_s": 35097.259664, "frames": 3098, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": null, "file": "robowrist_cc5681142208e29a_left/robowrist_segment1_video_left_down.mp4", "t_start": 0.2135774956482419, "t_end": 103.44691049564473, "clock": "device", "calibrated": false }, "wrist_right": { "fps": 30.0, "start_device_s": 35097.42363, "frames": 3099, "pts_gaps": 0, "timing": "pts", "timeshift_cam_imu_s": null, "file": "robowrist_60a6f081bbe60b0d_right/robowrist_segment1_video_right_down.mp4", "t_start": 0.377543495648315, "t_end": 103.64440549564507, "clock": "device", "calibrated": false }, "third_person": { "file": "mocap/mocap-LM21-S02-mahui-01p1-1.mp4", "frames": 3271, "fps": 30.0, "clock": "nokov (frame index)", "t_start": 0.0, "t_end": 109.0 } } }, "flags": [], "sanity": { "status": { "structure": "WARN", "markers": "WARN", "timing": "PASS" }, "verdict": "READY", "issues": [ "WARN M_SPIKES", "WARN M_TRACKER_LABELS", "WARN S_INDEX", "WARN S_PARTICIPANT" ] }, "canonical": { "generated_at_utc": "2026-10-14T12:18:47.924883+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": [ [ 0.9998951173, -0.0144827759, -5.99233e-05 ], [ 5.99233e-05, 0.0082745384, -0.9999657636 ], [ 0.0144827759, 0.9998608809, 0.0082745384 ] ], "scale_nokov_to_canon": 0.001, "T_canon_nokov_mm": [ [ 0.000999895117, -1.4482776e-05, -5.9923e-08, 0.0 ], [ 5.9923e-08, 8.274538e-06, -0.000999965764, 0.0 ], [ 1.4482776e-05, 0.000999860881, 8.274538e-06, 0.0 ], [ 0.0, 0.0, 0.0, 1.0 ] ], "block": "20260910-afternoon", "block_assignment": "trc", "tilt_removed_deg": 0.9557317120642068, "plane_status": "ok", "floor": { "sole_marker_p1_mm": 37.1, "headtop_p95_mm": 1649.2 }, "gravity_check": { "static_samples": 1244, "g_world_mean_m_s2": [ -0.0833, 0.0999, 9.7828 ], "tilt_from_z_deg": 0.762, "tilt_from_z_deg_before_levelling": 0.359, "magnitude_m_s2": 9.7837 }, "rig_tracker_definition": "e17c9efadb69e7b1/20260910-afternoon/labels-530412/session-2a0273bcd989aeeb", "camera_pose_source": "provider T_tracker0_cam", "files": [ "mocap_zup.npz", "tracker0_zup.npz", "rig_zup.npz", "cameras_zup.npz" ] }, "smplx": { "generated_at_utc": "2026-10-15T06:59:32.516746+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": [ 0.054642658680677414, 0.01052938587963581, 0.025279957801103592 ], "LHandOut": [ 0.04075564444065094, 0.008834253065288067, -0.030749887228012085 ], "LWristOut": [ -0.022864697501063347, 0.007788593415170908, -0.020356252789497375 ] }, "right": { "RHandIn": [ -0.06074580177664757, 0.012487590312957764, 0.027990007773041725 ], "RHandOut": [ -0.041847337037324905, 0.014511151239275932, -0.027983585372567177 ] } } }, "marker_rmse_mm": { "median_frame": 4.2, "p95_frame": 6.54 }, "worst_markers": [ "RKneeIn 15mm", "LKneeIn 13mm", "RKnee 9mm", "LHeel 8mm", "RThigh 7mm" ], "valid_fraction": 0.9971, "qc": { "lowest_vertex_mm": { "median": 9.1, "p5": 1.8 }, "frames_checked": 435, "stature_mm": 1631.4 }, "surface_term": { "weight": 1.0, "marker_height_mm": 11.0, "markers_on_surface": 52, "surface_rmse_mm_median": 10.34 }, "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": 177.1, "opposite_sign_bend_deg": 28.8, "in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)", "marker_frame_spread_deg": 0.66, "hand_vs_marker_frame_deg": { "before": 179.71, "after": 0.66 }, "markers_on_wrist": [ "LWristOut", "LHandIn", "LHandOut" ], "forearm_twist": { "twist_moved_deg": -174.31, "wrist_twist_deg_after": { "median": -4.45, "iqr": [ -6.9, -1.6 ] }, "wrist_total_deg_median_after": 12.9, "markers_on_forearm": [ "LElbowIn", "LForearm", "LWristIn" ] }, "frames_used": 1305 }, "right": { "status": "corrected", "Q_deg": 0.0, "Q_rotvec": [ 0.0, -0.0, 0.0 ], "in_out_sign": 1, "wrist_bend_deg_median": 13.0, "opposite_sign_bend_deg": 176.9, "in_out_convention": "pinky side = HandOut (default IN_OUT_SIGN, no ACE output)", "marker_frame_spread_deg": 0.94, "hand_vs_marker_frame_deg": { "before": 0.94, "after": 0.94 }, "markers_on_wrist": [ "RHandIn", "RHandOut" ], "forearm_twist": { "twist_moved_deg": 0.0, "wrist_twist_deg_after": { "median": 0.0, "iqr": [ -2.3, 3.0 ] }, "wrist_total_deg_median_after": 13.0, "markers_on_forearm": [ "RElbow", "RElbowIn", "RForearm", "RWristIn", "RWristOut" ] }, "frames_used": 1305 }, "generated_at_utc": "2026-10-28T06:11:39.457059+00:00", "note": "constant wrist rotation (marker-fit gauge freedom) removed; marker predictions unchanged" } }, "rig_tracker": { "definition": "e17c9efadb69e7b1/20260910-afternoon/labels-530412/session-2a0273bcd989aeeb", "R_tracker0_imu0": [ [ -0.64228395, 0.37690863, -0.66739135 ], [ 0.76084205, 0.20822898, -0.61462189 ], [ -0.09268607, -0.90254118, -0.42051007 ] ], "p_tracker0_imu0_m": [ -0.17168476402547805, -0.01252667388990937, -0.05074314447232211 ], "rig_check": { "gyro_samples": 3401, "gyro_max_deg": 2.5, "status": "ok", "dropped_marker": null, "gyro_deg": 0.628 }, "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": "2026-10-18T18:50:01.129661+00:00", "generated_by": "scripts/correct_processed_rig.py", "remaining_gyro_frame_deg": 0.7207285899613057 }, "hands_registration": { "cameras": {}, "hands": { "left": { "offset_deg": 15.24, "offset_rotvec": [ 0.1895, -0.1367, 0.127 ], "dev_deg": { "median": 19.15, "p90": 31.51 }, "samples": 1883, "accepted": 1661, "wrist_pos_err_mm_median": 71.9, "per_camera": { "head": { "samples": 1883, "accepted": 1661, "gate_deg": 30.0, "offset_deg": 15.24, "tier": "primary", "dev_deg_median": 19.15, "wrist_pos_err_mm_median": 71.9 } }, "frames_by_state": { "ace_sample": 6952, "interpolated": 5928, "mean_hand": 166, "no_body_fit": 38 }, "observed_fraction": 0.9844, "observed_fraction_of_valid": 0.9873, "palm_axis_vs_markers_deg": { "gsi": 17.72, "smplx": 0.42 }, "hand_marker_to_mesh_mm": { "flat": { "median": 5.5, "p90": 7.8 }, "registered": { "median": 6.0, "p90": 7.5 } } }, "right": { "offset_deg": 22.22, "offset_rotvec": [ 0.1543, 0.3528, -0.0461 ], "dev_deg": { "median": 18.03, "p90": 37.37 }, "samples": 2171, "accepted": 1784, "wrist_pos_err_mm_median": 76.2, "per_camera": { "head": { "samples": 2171, "accepted": 1784, "gate_deg": 30.0, "offset_deg": 22.22, "tier": "primary", "dev_deg_median": 18.03, "wrist_pos_err_mm_median": 76.2 } }, "frames_by_state": { "ace_sample": 7426, "interpolated": 4834, "mean_hand": 786, "no_body_fit": 38 }, "observed_fraction": 0.937, "observed_fraction_of_valid": 0.9398, "palm_axis_vs_markers_deg": { "gsi": 27.34, "smplx": 0.58 }, "hand_marker_to_mesh_mm": { "flat": { "median": 7.4, "p90": 8.3 }, "registered": { "median": 6.9, "p90": 7.5 } } } }, "max_dev_deg": 30.0, "max_gap_s": 1.0, "cameras_used": [ "head" ], "generated_at_utc": "2026-11-03T16:14:29.820528+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_005", "family": "locomanipulation", "primitive": "LM21", "source_session": "20260910/LM21/20260910_100934_session174" }, "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." } }