Index

A

add_eval_function() (nucleus.validate.scenario_test.ScenarioTest method) (nucleus.validate.ScenarioTest method) add_frame() (nucleus.LidarScene method) add_item() (nucleus.Frame method) (nucleus.LidarScene method) (nucleus.VideoScene method) add_items_from_dir() (nucleus.Dataset method) add_tags() (nucleus.Model method) (nucleus.Slice method)

add_taxonomy() (nucleus.Dataset method) add_trained_slice_ids() (nucleus.Model method) annotate() (nucleus.Dataset method) annotation_metadata_schema (nucleus.DatasetInfo attribute) append() (nucleus.Dataset method) (nucleus.Slice method) append_to_slice() (nucleus.NucleusClient method) AsyncJob (class in nucleus) autotag_items() (nucleus.Dataset method) autotag_training_items() (nucleus.Dataset method)

B

BoxAnnotation (class in nucleus) BoxPrediction (class in nucleus) (class in nucleus.prediction)

build_slice() (nucleus.Dataset method)

C

calculate_evaluation_metrics() (nucleus.Dataset method) CameraParams (class in nucleus) CategoryAnnotation (class in nucleus) CategoryPrediction (class in nucleus) (class in nucleus.prediction) commit() (nucleus.model_run.ModelRun method) connection (nucleus.validate.scenario_test.ScenarioTest attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.ScenarioTest attribute) construct() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) copy() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method)

create_custom_index() (nucleus.Dataset method) create_dataset() (nucleus.NucleusClient method) create_dataset_from_dir() (nucleus.NucleusClient method) create_dataset_from_project() (nucleus.NucleusClient method) create_external_eval_function() (nucleus.validate.Validate method) create_image_index() (nucleus.Dataset method) create_launch_model() (nucleus.NucleusClient method) create_launch_model_from_dir() (nucleus.NucleusClient method) create_model() (nucleus.NucleusClient method) create_object_index() (nucleus.Dataset method) create_scenario_test() (nucleus.validate.Validate method) create_slice() (nucleus.Dataset method) create_slice_by_ids() (nucleus.Dataset method) CuboidAnnotation (class in nucleus) CuboidPrediction (class in nucleus) (class in nucleus.prediction)

D

Dataset (class in nucleus) dataset_id (nucleus.DatasetInfo attribute) dataset_item_id (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) dataset_items() (nucleus.Slice method) DatasetInfo (class in nucleus) DatasetItem (class in nucleus) delete_annotations() (nucleus.Dataset method) delete_autotag() (nucleus.NucleusClient method) delete_custom_index() (nucleus.Dataset method) delete_dataset() (nucleus.NucleusClient method) delete_item() (nucleus.Dataset method) delete_model() (nucleus.NucleusClient method) delete_scenario_test() (nucleus.validate.Validate method)

delete_scene() (nucleus.Dataset method) delete_slice() (nucleus.NucleusClient method) delete_taxonomy() (nucleus.Dataset method) delete_tracks() (nucleus.Dataset method) dict() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method) DictCompatibleImmutableModel (class in nucleus.pydantic_base) DictCompatibleModel (class in nucleus.pydantic_base) download_pointcloud_task() (nucleus.NucleusClient method) download_pointcloud_tasks() (nucleus.NucleusClient method)

E

EmbeddingsExportJob (class in nucleus) errors() (nucleus.AsyncJob method) (nucleus.EmbeddingsExportJob method) eval_function_id (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) evaluate() (nucleus.Model method) evaluate_model_on_scenario_tests() (nucleus.validate.Validate method) evaluation_id (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) EvaluationCriterion (class in nucleus.validate)

export_embeddings() (nucleus.Dataset method) (nucleus.Slice method) export_predictions() (nucleus.Dataset method) (nucleus.Slice method) export_predictions_generator() (nucleus.Slice method) export_raw_items() (nucleus.Slice method) export_raw_json() (nucleus.Slice method) export_scale_task_info() (nucleus.Dataset method) (nucleus.Slice method)

F

Frame (class in nucleus) from_id() (nucleus.AsyncJob class method) (nucleus.EmbeddingsExportJob class method) from_json() (nucleus.BoxAnnotation class method) (nucleus.BoxPrediction class method) (nucleus.CameraParams class method) (nucleus.CategoryAnnotation class method) (nucleus.CategoryPrediction class method) (nucleus.CuboidAnnotation class method) (nucleus.CuboidPrediction class method) (nucleus.DatasetItem class method) (nucleus.Frame class method) (nucleus.KeypointsAnnotation class method) (nucleus.KeypointsPrediction class method) (nucleus.LidarScene class method) (nucleus.LineAnnotation class method) (nucleus.LinePrediction class method) (nucleus.Model class method) (nucleus.PolygonAnnotation class method) (nucleus.PolygonPrediction class method) (nucleus.prediction.BoxPrediction class method) (nucleus.prediction.CategoryPrediction class method) (nucleus.prediction.CuboidPrediction class method) (nucleus.prediction.KeypointsPrediction class method) (nucleus.prediction.LinePrediction class method) (nucleus.prediction.PolygonPrediction class method) (nucleus.prediction.SceneCategoryPrediction class method) (nucleus.prediction.SegmentationPrediction class method) (nucleus.Quaternion class method) (nucleus.SceneCategoryAnnotation class method) (nucleus.SceneCategoryPrediction class method) (nucleus.SegmentationAnnotation class method) (nucleus.SegmentationPrediction class method) (nucleus.VideoScene class method)

G

get_autotag_refinement_metrics() (nucleus.NucleusClient method) get_dataset() (nucleus.NucleusClient method) get_eval_functions() (nucleus.validate.scenario_test.ScenarioTest method) (nucleus.validate.ScenarioTest method) get_eval_history() (nucleus.validate.scenario_test.ScenarioTest method) (nucleus.validate.ScenarioTest method) get_frame() (nucleus.LidarScene method) get_frames() (nucleus.LidarScene method) get_image_indexing_status() (nucleus.Dataset method) get_item() (nucleus.Frame method) (nucleus.LidarScene method) (nucleus.VideoScene method) get_items() (nucleus.Frame method) (nucleus.LidarScene method) (nucleus.validate.scenario_test.ScenarioTest method) (nucleus.validate.ScenarioTest method) (nucleus.VideoScene method)

get_items_from_sensor() (nucleus.LidarScene method) get_job() (nucleus.NucleusClient method) get_model() (nucleus.NucleusClient method) get_object_indexing_status() (nucleus.Dataset method) get_scene() (nucleus.Dataset method) get_scene_from_item_ref_id() (nucleus.Dataset method) get_sensors() (nucleus.Frame method) (nucleus.LidarScene method) get_slice() (nucleus.NucleusClient method) get_slices() (nucleus.Dataset method) ground_truth_loc() (nucleus.Dataset method)

H

has_local_files_to_upload() (nucleus.BoxAnnotation method) (nucleus.BoxPrediction method) (nucleus.CategoryAnnotation method) (nucleus.CategoryPrediction method) (nucleus.CuboidAnnotation method) (nucleus.CuboidPrediction method) (nucleus.KeypointsAnnotation method) (nucleus.KeypointsPrediction method) (nucleus.LineAnnotation method) (nucleus.LinePrediction method) (nucleus.PolygonAnnotation method) (nucleus.PolygonPrediction method) (nucleus.prediction.BoxPrediction method) (nucleus.prediction.CategoryPrediction method) (nucleus.prediction.CuboidPrediction method) (nucleus.prediction.KeypointsPrediction method) (nucleus.prediction.LinePrediction method) (nucleus.prediction.PolygonPrediction method) (nucleus.prediction.SceneCategoryPrediction method) (nucleus.prediction.SegmentationPrediction method) (nucleus.SceneCategoryAnnotation method) (nucleus.SceneCategoryPrediction method) (nucleus.SegmentationAnnotation method) (nucleus.SegmentationPrediction method)

I

id (nucleus.validate.scenario_test.ScenarioTest attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.ScenarioTest attribute) iloc() (nucleus.Dataset method) (nucleus.model_run.ModelRun method) ImmutableModel (class in nucleus.pydantic_base) info() (nucleus.Dataset method) (nucleus.LidarScene method) (nucleus.model_run.ModelRun method) (nucleus.Slice method) (nucleus.VideoScene method)

ingest_tasks() (nucleus.Dataset method) item_evals (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) item_metadata_schema (nucleus.DatasetInfo attribute) items_and_annotation_chip_generator() (nucleus.Dataset method) items_and_annotation_generator() (nucleus.Dataset method) (nucleus.Slice method) items_and_annotations() (nucleus.Dataset method) (nucleus.Slice method) items_generator() (nucleus.Dataset method) (nucleus.Slice method)

J

jobs() (nucleus.Dataset method) json() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method)

K

KeyErrorDict (class in nucleus.utils) Keypoint (class in nucleus)

KeypointsAnnotation (class in nucleus) KeypointsPrediction (class in nucleus) (class in nucleus.prediction)

L

length (nucleus.DatasetInfo attribute) LidarPoint (class in nucleus) LidarScene (class in nucleus) LineAnnotation (class in nucleus) LinePrediction (class in nucleus) (class in nucleus.prediction)

list_autotags() (nucleus.Dataset method) list_jobs() (nucleus.NucleusClient method) loc() (nucleus.Dataset method) (nucleus.model_run.ModelRun method)

M

make_request() (nucleus.NucleusClient method) Model (class in nucleus) model_construct() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_copy() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method) model_dump() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method) model_dump_json() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method) model_id (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) model_json_schema() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_parametrized_name() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_post_init() (nucleus.DatasetInfo method) (nucleus.pydantic_base.DictCompatibleImmutableModel method) (nucleus.pydantic_base.DictCompatibleModel method) (nucleus.pydantic_base.ImmutableModel method) (nucleus.validate.EvaluationCriterion method)

model_rebuild() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_run_ids (nucleus.DatasetInfo attribute) model_validate() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_validate_json() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) model_validate_strings() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method) ModelRun (class in nucleus.model_run) module nucleus nucleus.autocurate nucleus.chip_utils nucleus.model_run nucleus.prediction nucleus.pydantic_base nucleus.utils nucleus.validate nucleus.validate.scenario_test nucleus.validate.scenario_test_evaluation

N

name (nucleus.DatasetInfo attribute) (nucleus.validate.scenario_test.ScenarioTest attribute) (nucleus.validate.ScenarioTest attribute) nucleus module nucleus.autocurate module nucleus.chip_utils module nucleus.model_run module nucleus.prediction module

nucleus.pydantic_base module nucleus.utils module nucleus.validate module nucleus.validate.scenario_test module nucleus.validate.scenario_test_evaluation module NucleusClient (class in nucleus)

P

passed (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) Point (class in nucleus) Point3D (class in nucleus) PolygonAnnotation (class in nucleus) PolygonPrediction (class in nucleus) (class in nucleus.prediction)

predict() (nucleus.model_run.ModelRun method) prediction_loc() (nucleus.Dataset method) (nucleus.model_run.ModelRun method) PredictionList (class in nucleus.prediction) predictions_iloc() (nucleus.Dataset method) predictions_refloc() (nucleus.Dataset method)

Q

Quaternion (class in nucleus) query_items() (nucleus.Dataset method)

query_objects() (nucleus.Dataset method) query_scenes() (nucleus.Dataset method)

R

refloc() (nucleus.Dataset method) (nucleus.model_run.ModelRun method) remove_tags() (nucleus.Model method) remove_trained_slice_ids() (nucleus.Model method)

result (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) result_urls() (nucleus.EmbeddingsExportJob method) run() (nucleus.Model method)

S

scenario_test_id (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) (nucleus.validate.scenario_test_evaluation.ScenarioTestItemEvaluation attribute) ScenarioTest (class in nucleus.validate) (class in nucleus.validate.scenario_test) ScenarioTestEvaluation (class in nucleus.validate.scenario_test_evaluation) ScenarioTestEvaluationStatus (class in nucleus.validate.scenario_test_evaluation) ScenarioTestItemEvaluation (class in nucleus.validate.scenario_test_evaluation) scene_and_annotation_generator() (nucleus.Dataset method) SceneCategoryAnnotation (class in nucleus) SceneCategoryPrediction (class in nucleus) (class in nucleus.prediction) Segment (class in nucleus) SegmentationAnnotation (class in nucleus) SegmentationPrediction (class in nucleus) (class in nucleus.prediction)

send_to_labeling() (nucleus.Slice method) set_baseline_model() (nucleus.validate.scenario_test.ScenarioTest method) (nucleus.validate.ScenarioTest method) set_continuous_indexing() (nucleus.Dataset method) set_primary_index() (nucleus.Dataset method) sleep_until_complete() (nucleus.AsyncJob method) (nucleus.EmbeddingsExportJob method) Slice (class in nucleus) slice_id (nucleus.validate.scenario_test.ScenarioTest attribute) (nucleus.validate.ScenarioTest attribute) slice_ids (nucleus.DatasetInfo attribute) status (nucleus.validate.scenario_test_evaluation.ScenarioTestEvaluation attribute) status() (nucleus.AsyncJob method) (nucleus.EmbeddingsExportJob method)

T

to_json() (nucleus.BoxAnnotation method) (nucleus.BoxPrediction method) (nucleus.CategoryAnnotation method) (nucleus.CategoryPrediction method) (nucleus.CuboidAnnotation method) (nucleus.CuboidPrediction method) (nucleus.DatasetItem method) (nucleus.KeypointsAnnotation method) (nucleus.KeypointsPrediction method) (nucleus.LidarScene method) (nucleus.LineAnnotation method) (nucleus.LinePrediction method) (nucleus.PolygonAnnotation method) (nucleus.PolygonPrediction method) (nucleus.prediction.BoxPrediction method) (nucleus.prediction.CategoryPrediction method) (nucleus.prediction.CuboidPrediction method) (nucleus.prediction.KeypointsPrediction method) (nucleus.prediction.LinePrediction method) (nucleus.prediction.PolygonPrediction method) (nucleus.prediction.SceneCategoryPrediction method) (nucleus.prediction.SegmentationPrediction method) (nucleus.SceneCategoryAnnotation method) (nucleus.SceneCategoryPrediction method) (nucleus.SegmentationAnnotation method) (nucleus.SegmentationPrediction method) (nucleus.VideoScene method) to_payload() (nucleus.BoxAnnotation method) (nucleus.BoxPrediction method) (nucleus.CameraParams method) (nucleus.CategoryAnnotation method) (nucleus.CategoryPrediction method) (nucleus.CuboidAnnotation method) (nucleus.CuboidPrediction method) (nucleus.DatasetItem method) (nucleus.Frame method) (nucleus.KeypointsAnnotation method) (nucleus.KeypointsPrediction method) (nucleus.LidarScene method) (nucleus.LineAnnotation method) (nucleus.LinePrediction method) (nucleus.PolygonAnnotation method) (nucleus.PolygonPrediction method) (nucleus.prediction.BoxPrediction method) (nucleus.prediction.CategoryPrediction method) (nucleus.prediction.CuboidPrediction method) (nucleus.prediction.KeypointsPrediction method) (nucleus.prediction.LinePrediction method) (nucleus.prediction.PolygonPrediction method) (nucleus.prediction.SceneCategoryPrediction method) (nucleus.prediction.SegmentationPrediction method) (nucleus.Quaternion method) (nucleus.SceneCategoryAnnotation method) (nucleus.SceneCategoryPrediction method) (nucleus.SegmentationAnnotation method) (nucleus.SegmentationPrediction method) (nucleus.VideoScene method)

U

update_autotag() (nucleus.Dataset method) update_forward_refs() (nucleus.DatasetInfo class method) (nucleus.pydantic_base.DictCompatibleImmutableModel class method) (nucleus.pydantic_base.DictCompatibleModel class method) (nucleus.pydantic_base.ImmutableModel class method) (nucleus.validate.EvaluationCriterion class method)

update_item_metadata() (nucleus.Dataset method) update_scene_metadata() (nucleus.Dataset method) upload_lidar_semseg_predictions() (nucleus.Dataset method) upload_predictions() (nucleus.Dataset method)

V

valid_dirname() (nucleus.NucleusClient static method)

Validate (class in nucleus.validate) VideoScene (class in nucleus)