{ "dataset_name": "RoboX-EgoTask", "schema_version": "1.7", "exporter_version": "1.7", "export_pipeline_revision": "egotask_workflow_episodes_v1", "created_at": "2026-05-28T14:29:58.330534+00:00", "campaign": "EgoTask", "dataset_profile": "video_plus_ai_annotations", "dataset_tier": "premium", "tier_features": { "hand_keypoints": "full", "object_tracks": true, "sensors_pose": true, "sensors_imu": true, "sensors_camera_intrinsics": true, "sensors_camera_extras": true, "sensors_depth_flag": true, "body_pose": true, "segmentation": true, "bimanual_only": false, "contact_labels": true, "egotask_premium_enrichment": true }, "billing": { "total_billable_frame_count": 4317, "total_billable_duration_sec": 143.9, "total_frame_count": 7877, "billable_percent_overall": 54.81, "raw_total_duration_sec": 358.85, "rules_by_data_type": { "ego_task": { "name": "egotask_hand_object_interaction", "predicate": "hands_active", "description": "EgoTask: a frame is billable when a hand is actively manipulating during a task demonstration. Uses hands_active because object detections may be segment-sparse while hand motion remains the primary ML signal.", "version": "v1" } } }, "quality": { "tier_distribution": { "excellent": 9, "good": 8, "usable": 0, "reject": 0 }, "mean_motion_quality_score": 84.63, "scored_clips": 17, "clips_without_quality": 0, "tier_boundaries": { "excellent": 85, "good": 65, "usable": 40 }, "reject_tier_floor": 0, "weights": { "motion_smoothness": 0.2, "tracking_quality_percent": 0.2, "activity_density_percent": 0.15, "active_frame_percent": 0.1, "low_light_inverse": 0.1, "motion_blur_inverse": 0.15, "frame_jitter_score": 0.1 } }, "clip_filtering": { "segments_considered": 17, "clips_retained": 17, "drops_by_reason": { "should_include": 0, "bimanual_only": 0, "profile_filter": 0 }, "total_drops": 0 }, "trajectory": { "dominant_state_distribution": { "idle": 7, "locomotion": 3, "interaction": 7 }, "total_state_duration_sec": { "idle": 80.27, "locomotion": 26.2, "interaction": 156.1 }, "scored_clips": 17, "clips_without_trajectory": 0, "states": [ "idle", "locomotion", "interaction" ], "min_segment_sec": 0.3 }, "mediapipe_hands": { "enabled": true, "model_path": "/app/models/hand_landmarker.task", "model_version": "hand_landmarker_b7819105", "total_clips_processed": 17, "total_frames_swapped": 0, "total_chirality_paired": 4943, "total_chirality_agreed": 4943, "low_agreement_clip_ids": [], "total_recordings_processed": 5, "total_recordings_from_cache": 5, "total_recordings_uploaded": 0, "overall_chirality_agreement_percent": 100.0, "cache_hit_percent": 100.0, "per_clip_summary_count": 17 }, "video_assets": { "clean_rgb_available": true, "overlay_videos_available": true, "overlay_policy": "debug_preview_only", "clean_rgb_is_training_source": true, "include_overlays_requested": true }, "overlay_style": { "hand_landmarks": { "left_hand_color": "#4A90E2", "right_hand_color": "#FF8C42", "color_meaning": { "left": "left hand", "right": "right hand" }, "overlay_types": [ "hand_landmarks", "hand_skeleton" ], "bone_line_width_px": 4, "joint_radius_px": 8 } }, "profile": null, "included_modalities": [ "activity_recognition", "altimeter", "body_pose", "camera_intrinsics", "camera_pose", "depth", "environment_labels", "gps", "hand_keypoints_2d", "imu", "object_tracks_ai_fallback", "people_labels", "person_segmentation", "scene_geometry", "video" ], "excluded_modalities": [], "source_modalities_available": [ "activity_recognition", "altimeter", "body_pose", "camera_intrinsics", "camera_pose", "depth", "environment_labels", "gps", "hand_keypoints_2d", "imu", "object_tracks_ai_fallback", "people_labels", "person_segmentation", "scene_geometry", "video" ], "supported_modalities": [ "activity_recognition", "altimeter", "body_pose", "camera_intrinsics", "camera_pose", "depth", "environment_labels", "gps", "hand_keypoints_2d", "imu", "object_tracks_ai_fallback", "people_labels", "person_segmentation", "scene_geometry", "video" ], "split_strategy": "contributor_stratified_v1", "descriptions": [ { "recording_id": "rec_egotask_8e83b197", "description": "The video shows a person cleaning the front panel of a white computer case with a white wipe. The action is performed from an egocentric perspective.", "task_summary": "The user is cleaning the front panel of a white computer case with a white cloth. The user is holding the cloth with their right hand and wiping the panel in a back and forth motion. The computer is on and the lights on the front panel are visible." }, { "recording_id": "rec_egotask_19091acd", "description": "First-person cleaning task demonstration (wiping, dishwasher loading, sink cleanup, or similar).", "task_summary": "The video shows a person cleaning a sink. The person first sprays the sink with a cleaning product and then scrubs the sink with a sponge. The video ends with the sink appearing clean." }, { "recording_id": "rec_egotask_7dae94e4", "description": "The user is loading and unloading dishes into and from a dishwasher, including plates, cutlery, and a pot.", "task_summary": "The user is loading dirty dishes into a dishwasher. They start by opening the dishwasher, then proceed to place a blue plate with a spoon and fork, a white plate with a spoon and fork, and a small pot with a lid into the dishwasher. Finally, they close the dishwasher." }, { "recording_id": "rec_egotask_ff236cfa", "description": "First-person kitchen task demonstration (tea, coffee, or similar).", "task_summary": "The user makes a cup of tea by opening a tea box, selecting a tea bag, placing it in a mug, pouring hot water into the mug, and then adding sugar." }, { "recording_id": "rec_egotask_0171251f", "description": "The video shows a first-person view of a person interacting with items on a shelf and a desk. The person picks up a GoPro box, then a head strap box, and finally a small item in a plastic bag. The items are moved around on the desk.", "task_summary": "The user unboxes a GoPro Hero 13 Black and a head strap accessory. The video begins with the items on a shelf, then the user picks up the GoPro box, examines it, and places it on a desk. The user then picks up the head strap accessory, which is in a plastic bag, and examines it. Finally, the user places the head strap back on the desk next to the GoPro box." } ], "release": { "license_id": "CC-BY-NC-4.0", "license_url": "https://creativecommons.org/licenses/by-nc/4.0/legalcode", "commercial_use_allowed": false, "exclusive": false, "exclusive_until": null, "buyer_id": null, "buyer_alias": null, "warnings": [] }, "license": "CC-BY-NC-4.0", "license_url": "https://creativecommons.org/licenses/by-nc/4.0/legalcode", "commercial_use_allowed": false, "validation_summary": { "error_count": 0, "warning_count": 15, "checked_recordings": 5, "checked_clips": 17, "clip_filtering": { "segments_considered": 17, "clips_retained": 17, "drops_by_reason": { "should_include": 0, "bimanual_only": 0, "profile_filter": 0 }, "total_drops": 0 } }, "stats": { "total_recordings": 5, "total_clips": 17, "total_duration_sec": 358.85, "unique_contributors": 3, "objects_distribution": {}, "domain_distribution": {}, "duration_distribution": { "min_sec": 2.5, "max_sec": 63.734, "mean_sec": 15.445, "median_sec": 12.0 }, "device_distribution": { "iPhone 11": 1, "iPhone 13": 4 }, "contributor_distribution": { "anon_001": 1, "anon_002": 7, "anon_003": 9 }, "split_distribution": { "test": { "clips": 1, "contributors": 1, "recordings": 1 }, "train": { "clips": 9, "contributors": 1, "recordings": 2 }, "val": { "clips": 7, "contributors": 1, "recordings": 2 } }, "annotation_coverage_by_sensor_tier": { "rgbd_full": { "total": 17, "coverage": { "actions": { "covered": 17, "total": 17, "percent": 100.0 }, "billing": { "covered": 17, "total": 17, "percent": 100.0 }, "body_pose": { "covered": 2, "total": 17, "percent": 11.8 }, "environment": { "covered": 17, "total": 17, "percent": 100.0 }, "hand_keypoints": { "covered": 17, "total": 17, "percent": 100.0 }, "hand_state": { "covered": 17, "total": 17, "percent": 100.0 }, "object_tracks": { "covered": 16, "total": 17, "percent": 94.1 }, "people": { "covered": 16, "total": 17, "percent": 94.1 }, "segmentation": { "covered": 16, "total": 17, "percent": 94.1 }, "sensors": { "covered": 17, "total": 17, "percent": 100.0 }, "trajectory": { "covered": 17, "total": 17, "percent": 100.0 } } } }, "annotation_coverage": { "hand_keypoints": { "covered": 17, "total": 17, "percent": 100.0 }, "hand_state": { "covered": 17, "total": 17, "percent": 100.0 }, "hand_landmarks_mediapipe": { "covered": 17, "total": 17, "percent": 100.0 }, "billing": { "covered": 17, "total": 17, "percent": 100.0 }, "trajectory": { "covered": 17, "total": 17, "percent": 100.0 }, "object_tracks": { "covered": 16, "total": 17, "percent": 94.1 }, "object_tracks_temporal": { "covered": 0, "total": 17, "percent": 0.0 }, "object_tracks_ai_fallback": { "covered": 16, "total": 17, "percent": 94.1 }, "sensors": { "covered": 17, "total": 17, "percent": 100.0 }, "actions": { "covered": 17, "total": 17, "percent": 100.0 }, "environment": { "covered": 17, "total": 17, "percent": 100.0 }, "people": { "covered": 16, "total": 17, "percent": 94.1 }, "body_pose": { "covered": 2, "total": 17, "percent": 11.8 }, "segmentation": { "covered": 16, "total": 17, "percent": 94.1 } }, "tier_distribution": { "counts": { "base": 0, "pro": 0, "premium": 17 }, "percent": { "base": 0.0, "pro": 0.0, "premium": 100.0 }, "total": 17 } }, "privacy_review_passed": true, "sanitization_summary": { "finding_count": 0, "scanned_files": 197, "patterns": [ "email", "tx_hash" ] } }