{ "dataset": "React", "format": "video (LeRobot-style: per-camera MP4 + per-episode parquet; depth as FFV1 16-bit MKV)", "resolution": "640x480", "fps": 30, "video_streams": [ "view_left", "view_middle", "view_right", "tactile_left", "tactile_right" ], "depth_streams": [ "depth_left", "depth_middle", "depth_right" ], "parquet_columns": [ "frame_idx", "timestamp", "sensor_left_pose", "sensor_right_pose", "object_pose", "tactile_{L,R}_{intensity,area,mixed}", "source_h5_frame" ], "decoded_color": "RGB", "tasks": { "motherboard": { "n_episodes": 32, "dates": [ "2026-05-10", "2026-05-11", "2026-05-19" ], "n_frames": 194445, "duration_min": 108.0, "n_segments": 76, "clean_min": 107.04, "bad_fraction": 0.009, "active_sensors": [ "left", "right" ], "calibration_id": "may-12", "calibration_created": "2026-05-12", "calibration_rmse_unit": "mm", "object_tracked_episodes": 32, "depth_available_episodes": 32, "depth_units": "mm", "depth_invalid_value": 0, "gelsight_left_serial": "2BGLKZNT/2DUPB53G", "note": "Bimanual handheld tactile-visual interaction. Object pose (the board) tracked. 05-19 has a redefined OptiTrack world origin; offset (0.23,0,0.175)m baked into poses." }, "pushT": { "n_episodes": 4, "dates": [ "2026-06-18" ], "n_frames": 45595, "duration_min": 25.3, "n_segments": 17, "clean_min": 25.16, "bad_fraction": 0.0067, "active_sensors": [ "left", "right" ], "calibration_id": "june-26", "calibration_created": "2026-06-26", "calibration_rmse_unit": "px", "object_tracked_episodes": 0, "depth_available_episodes": 4, "depth_units": "mm", "depth_invalid_value": 0, "gelsight_left_serial": "2DUPB53G", "note": "Push-T manipulation. Recalibrated cameras (June-26). Object rigid body was not tracked (object_pose = NaN). episode_004 source H5 corrupt, excluded." } }, "download": { "core_size_gb": 4.4, "depth_size_gb": 33, "total_size_gb": 37.4, "depth_optional": true, "depth_note": "Depth lives in data//depth/ as a separate subtree. Skip it with snapshot_download(ignore_patterns=[\"*/depth/*\"]) or examples/download.py --no-depth. The ReactVideoDataset loader ignores depth unless load_depth=True.", "helpers": { "core_only": "python examples/download.py --no-depth", "with_depth": "python examples/download.py", "middle_depth_only": "python examples/download.py --depth-cams middle" } }, "tactile_latency": { "frames_estimate": 15, "fps": 30, "seconds_estimate": 0.5, "applies_to": "all recordings up to and including 2026-06-18", "fixed_in_rig": "2026-06-27", "cause": "recording-side cv2.VideoCapture V4L2 buffer never flushed (throttled reads + no BUFFERSIZE=1 + default pixfmt)", "compensation": "ReactVideoDataset(tactile_latency=15) pairs view[i] with tactile[i+15]; shifts tactile videos + contact scalars only", "note": "Recordings up to 2026-06-18 had a ~15-frame GelSight buffer lag; it has been baked out of the published tactile videos + contact scalars. No loader compensation needed. Rig fixed 2026-06-27.", "status": "CORRECTED_IN_DATA", "frames_shifted": 15, "method": "tactile streams shifted +15 frames (rebuilt from raw H5) so tactile[i] aligns with view[i]/pose[i]" } }