{
  "schema_version": "1.0.0",
  "bulk_pipeline_version": "2",
  "job_id": "bulk_9_videos_933d5ad5",
  "gaussian_smoothing": {
    "enabled": true,
    "gaussian_window": 5,
    "axes_applied": [
      "x",
      "y",
      "z"
    ],
    "visibility_smoothed": false,
    "raw_hq_gaussian_smooth": true,
    "raw_hq_temporal_smoothing": true,
    "raw_payload_gaussian_smooth": null
  },
  "augmentations": {
    "horizontal_flip": true,
    "keypoint_noise_std": 0.015,
    "random_scale_translate": {
      "enabled": true,
      "scale_min": 0.88,
      "scale_max": 1.12,
      "translate_max_norm": 0.06,
      "pivot": "wrist"
    },
    "raw_payload_mirror_augment": true,
    "raw_payload_keypoint_noise_augment": true,
    "raw_payload_random_scale_translate_augment": true,
    "resolved_parameters_for_ml_engineers": {
      "description": "Exact augmentation hyperparameters used (or resolved) for this export. Use these values to reproduce or match training-time jitter.",
      "keypoint_noise": {
        "applied_to_duplicate_rows": true,
        "distribution": "gaussian_independent_per_coordinate",
        "gaussian_sigma_normalized_xyz": 0.015,
        "axes_perturbed": [
          "x",
          "y",
          "z"
        ],
        "visibility_perturbed": false,
        "sampling_model": "Each augmented row: for every landmark, x,y,z each get an independent draw from Normal(0, gaussian_sigma_normalized_xyz^2) added to the accepted keypoint; visibility is copied unchanged.",
        "typical_magnitude_in_sigma_units": {
          "about_68_percent_of_perturbations_per_axis_within_plus_minus_1_sigma": 0.015,
          "about_95_percent_within_plus_minus_2_sigma": 0.03,
          "note": "Gaussian is unbounded; most mass lies within ±2σ per axis. Exact draws are not stored per row."
        }
      },
      "random_scale_translate": {
        "applied_to_duplicate_rows": true,
        "pivot": "wrist",
        "scale_uniform_range": {
          "min": 0.88,
          "max": 1.12
        },
        "sampling_model_scale": "Uniform on [0.880000, 1.120000] (inclusive bounds).",
        "translation_uniform_range_per_axis": {
          "tx": {
            "min": -0.06,
            "max": 0.06
          },
          "ty": {
            "min": -0.06,
            "max": 0.06
          }
        },
        "sampling_model_translation": "tx and ty each Uniform on [-0.060000, +0.060000] in normalized image space.",
        "post_transform": "x and y clamped to [0, 1] after scale + translation; z unchanged."
      }
    }
  },
  "stride_requested": 1,
  "fps_cap": 25.0,
  "quality_thresholds": {
    "min_frame_quality_score": 0.35,
    "min_avg_landmark_visibility": 0.5,
    "min_lower_body_visibility": null,
    "min_motion_local": 0.6
  },
  "high_density_mode": false,
  "max_per_video_effective": 0,
  "max_per_video_env": 0,
  "max_per_video_payload": 0,
  "frame_features_enabled": true,
  "motion_intelligence": {
    "enabled": true
  },
  "client_flags": {
    "dexterous_hand_intent": true,
    "dexterous_hand_features_enabled": true,
    "camera_pov": null,
    "object_interaction_defaults": false,
    "product_packaging": false
  },
  "payload_top_level_keys": [
    "action_label",
    "dataset_license",
    "dexterous_hand_intent",
    "frame_stride",
    "hq",
    "keypoint_noise_augment",
    "keypoint_noise_std",
    "max_frames_per_video",
    "mirror_augment",
    "motion_intelligence",
    "openrouter_model",
    "pipeline_mode",
    "random_scale_translate_augment",
    "rights_confirmed"
  ],
  "hq_keys": [
    "augmentations",
    "export_coco",
    "export_csv",
    "export_hq_only",
    "gaussian_smooth",
    "gaussian_window",
    "min_avg_landmark_visibility",
    "min_frame_quality",
    "min_lower_body_visibility",
    "min_motion_local",
    "preset",
    "temporal_smoothing",
    "weight_avg_visibility",
    "weight_lower_body",
    "weight_motion_local"
  ],
  "config_warnings": []
}