Index

A

absolute_frame (darwin.datatypes.ManifestItem attribute) add_annotation_class() (darwin.dataset.remote_dataset.RemoteDataset method) affine (darwin.exporter.formats.nifti.Volume attribute) affine_to_spacing() (in module darwin.importer.formats.nifti) AlbumentationsTransform (class in darwin.torch.transforms) Annotation (class in darwin.datatypes) annotation_class (darwin.datatypes.Annotation attribute) (darwin.datatypes.VideoAnnotation attribute) annotation_classes (darwin.datatypes.AnnotationFile attribute) annotation_internal_type (darwin.datatypes.AnnotationClass attribute) annotation_type (darwin.dataset.local_dataset.LocalDataset attribute) (darwin.datatypes.AnnotationClass attribute) (darwin.datatypes.SubAnnotation attribute) annotation_type_supported() (darwin.dataset.local_dataset.LocalDataset method) annotation_types() (darwin.client.Client method) AnnotationAuthor (class in darwin.datatypes) AnnotationAuthorRole (class in darwin.datatypes) AnnotationClass (class in darwin.datatypes) AnnotationFile (class in darwin.datatypes) AnnotationFileValidationError AnnotationFileVersion (class in darwin.datatypes)

AnnotationMask (class in darwin.datatypes) annotations (darwin.datatypes.AnnotationFile attribute) annotations() (darwin.dataset.remote_dataset.RemoteDataset method) annotations_exceed_window() (in module darwin.exporter.formats.mask) ANNOTATOR (darwin.datatypes.AnnotationAuthorRole attribute) AnnotatorReportGrouping (class in darwin.datatypes) annotators (darwin.datatypes.Annotation attribute) ANNOTATORS (darwin.datatypes.AnnotatorReportGrouping attribute) annotators (darwin.datatypes.VideoAnnotation attribute) api_key (darwin.datatypes.Team attribute) api_v2 (darwin.client.Client property) archive() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) archive_items() (darwin.backend_v2.BackendV2 method) archive_remote_dataset() (darwin.client.Client method) archived (darwin.item.DatasetItem attribute) ASCENDING (darwin.item_sorter.SortDirection attribute) attempt_decode() (in module darwin.utils.utils) ATTRIBUTES (darwin.datatypes.SubAnnotationType attribute) authenticate() (in module darwin.cli_functions) available (darwin.dataset.release.Release attribute) available_annotation_types() (in module darwin.dataset.utils)

B

BackendV2 (class in darwin.backend_v2) blocked_count (darwin.dataset.upload_manager.UploadHandler property) blocked_items (darwin.dataset.upload_manager.UploadHandler attribute) BOUNDING_BOX (darwin.exporter.formats.yolo_segmented.YoloSegmentedAnnotationType attribute)

build() (darwin.dataset.upload_manager.UploadHandler static method) build_class_index() (in module darwin.exporter.formats.helpers.yolo_class_builder) build_image_annotation() (in module darwin.exporter.formats.darwin) build_output_volumes() (in module darwin.exporter.formats.nifti) bytes_read (darwin.dataset.upload_manager.FileMonitor attribute)

C

callback (darwin.dataset.upload_manager.FileMonitor attribute) CategoryList (darwin.datatypes.MaskTypes attribute) CHANNELS (darwin.dataset.upload_manager.ItemMergeMode attribute) check_for_error_and_return_imageid() (in module darwin.exporter.formats.nifti) check_if_multi_label() (darwin.torch.dataset.ClassificationDataset method) chunk() (in module darwin.utils.utils) chunk_items() (in module darwin.dataset.utils) clamp_bbox_to_image_size() (in module darwin.torch.utils) class_count (darwin.dataset.release.Release attribute) class_name (darwin.exporter.formats.nifti.Volume attribute) classes() (darwin.dataset.remote_dataset.RemoteDataset method) ClassificationDataset (class in darwin.torch.dataset) Client (class in darwin.client) client (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) (darwin.dataset.upload_manager.UploadHandler property) collate_fn() (in module darwin.torch.utils) color (darwin.datatypes.PropertyClass attribute) ColorJitter (class in darwin.torch.transforms) ColoursDict (darwin.datatypes.MaskTypes attribute) combined_exceptions (darwin.exceptions.DarwinException attribute) COMPLETE (darwin.dataset.release.ReleaseStatus attribute) complete() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) Compose (class in darwin.torch.transforms) compute_distributions() (in module darwin.dataset.utils) compute_max_density() (in module darwin.dataset.utils) Config (class in darwin.config)

confirm_upload() (darwin.backend_v2.BackendV2 method) CONFIRM_UPLOAD_COMPLETE (darwin.dataset.upload_manager.UploadStage attribute) construct_full_path() (in module darwin.path_utils) convert() (in module darwin.cli_functions) convert_polygons (darwin.torch.dataset.InstanceSegmentationDataset attribute) (darwin.torch.dataset.SemanticSegmentationDataset attribute) convert_polygons_to_mask() (in module darwin.utils.utils) convert_polygons_to_sequences() (in module darwin.utils.utils) convert_segmentation_to_mask() (in module darwin.torch.utils) convert_sequences_to_polygons() (in module darwin.utils.utils) convert_to_dense_rle() (in module darwin.importer.formats.nifti) convert_to_rgb() (in module darwin.dataset.utils) convert_xyxy_to_bounding_box() (in module darwin.utils.utils) ConvertPolygonsToInstanceMasks (class in darwin.torch.transforms) ConvertPolygonsToSemanticMask (class in darwin.torch.transforms) ConvertPolygonToMask (class in darwin.torch.transforms) correct_nifti_header_if_necessary() (in module darwin.importer.formats.nifti) create_annotation_class() (darwin.client.Client method) (darwin.dataset.remote_dataset.RemoteDataset method) create_bbox_object() (in module darwin.dataset.utils) create_dataset() (darwin.client.Client method) (in module darwin.cli_functions) create_error_message_json() (in module darwin.exporter.formats.nifti) create_polygon_object() (in module darwin.dataset.utils) create_property() (darwin.client.Client method) current_team() (in module darwin.cli_functions) current_workflow (darwin.item.DatasetItem attribute) current_workflow_id (darwin.item.DatasetItem attribute)

D

darwin module darwin.backend_v2 module darwin.cli module darwin.cli_functions module darwin.client module darwin.config module darwin.dataset module darwin.dataset.download_manager module darwin.dataset.identifier module darwin.dataset.local_dataset module darwin.dataset.release module darwin.dataset.remote_dataset module darwin.dataset.remote_dataset_v2 module darwin.dataset.split_manager module darwin.dataset.upload_manager module darwin.dataset.utils module darwin.datatypes module darwin.doc_enum module darwin.exceptions module darwin.exporter module darwin.exporter.exporter module darwin.exporter.formats module darwin.exporter.formats.coco module darwin.exporter.formats.cvat module darwin.exporter.formats.darwin module darwin.exporter.formats.dataloop module darwin.exporter.formats.helpers module darwin.exporter.formats.helpers.yolo_class_builder module darwin.exporter.formats.instance_mask module darwin.exporter.formats.mask module darwin.exporter.formats.nifti module darwin.exporter.formats.numpy_encoder module darwin.exporter.formats.pascalvoc module darwin.exporter.formats.semantic_mask module darwin.exporter.formats.semantic_mask_grey module darwin.exporter.formats.semantic_mask_index module darwin.exporter.formats.yolo module darwin.exporter.formats.yolo_segmented module darwin.extractor module darwin.extractor.video module darwin.importer module darwin.importer.formats module darwin.importer.formats.coco module darwin.importer.formats.csv_tags module darwin.importer.formats.csv_tags_video module darwin.importer.formats.darwin module

darwin.importer.formats.dataloop module darwin.importer.formats.labelbox module darwin.importer.formats.labelbox_schemas module darwin.importer.formats.nifti module darwin.importer.formats.nifti_schemas module darwin.importer.formats.pascal_voc module darwin.importer.formats.superannotate module darwin.importer.formats.superannotate_schemas module darwin.importer.importer module darwin.item module darwin.item_sorter module darwin.options module darwin.path_utils module darwin.torch module darwin.torch.dataset module darwin.torch.transforms module darwin.torch.utils module darwin.utils module darwin.utils.flatten_list module darwin.utils.get_item_count module darwin.utils.utils module darwin.validators module darwin.version module darwin_to_dt_gen() (in module darwin.exporter.exporter) DarwinException data (darwin.dataset.upload_manager.LocalFile attribute) (darwin.datatypes.Annotation attribute) (darwin.datatypes.SubAnnotation attribute) DataloopComplexPolygonsNotYetSupported dataset (darwin.dataset.upload_manager.UploadHandler attribute) dataset_convert() (in module darwin.cli_functions) dataset_id (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) (darwin.item.DatasetItem attribute) dataset_identifier (darwin.dataset.upload_manager.UploadHandler property) dataset_import() (in module darwin.cli_functions) dataset_item_id (darwin.dataset.upload_manager.ItemPayload attribute) dataset_list_releases() (in module darwin.cli_functions) dataset_name (darwin.datatypes.AnnotationFile attribute) dataset_path (darwin.dataset.local_dataset.LocalDataset attribute) dataset_slug (darwin.dataset.identifier.DatasetIdentifier attribute) (darwin.dataset.release.Release attribute) (darwin.item.DatasetItem attribute) DatasetIdentifier (class in darwin.dataset.identifier) DatasetItem (class in darwin.item) DATASETS (darwin.datatypes.AnnotatorReportGrouping attribute) datasets_dir (darwin.datatypes.Team attribute) decode_binary_rle() (in module darwin.importer.formats.coco) decode_rle() (in module darwin.exporter.formats.nifti) deconstruct_full_path() (in module darwin.path_utils) default (darwin.datatypes.ObjectStore attribute) (darwin.datatypes.Team attribute) default() (darwin.exporter.formats.numpy_encoder.NumpyEncoder method) default_api_url() (darwin.client.Client static method) default_base_url() (darwin.client.Client static method) delete_files() (in module darwin.cli_functions) delete_items() (darwin.backend_v2.BackendV2 method) (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) DESCENDING (darwin.item_sorter.SortDirection attribute) description (darwin.datatypes.Property attribute) (darwin.datatypes.PropertyClass attribute) detectron2_register_dataset() (in module darwin.torch.utils) dims (darwin.exporter.formats.nifti.Volume attribute) DIRECTIONAL_VECTOR (darwin.datatypes.SubAnnotationType attribute) DocEnum (class in darwin.doc_enum) download_all_images_from_annotations() (in module darwin.dataset.download_manager) download_manifest_txts() (in module darwin.dataset.download_manager) download_zip() (darwin.dataset.release.Release method)

E

email (darwin.datatypes.AnnotationAuthor attribute) enabled (darwin.datatypes.Feature attribute) error (darwin.dataset.upload_manager.UploadRequestError attribute) error_count (darwin.dataset.upload_manager.UploadHandler property) errors (darwin.dataset.upload_manager.UploadHandler attribute) ExceptionList (darwin.datatypes.MaskTypes attribute) exhaust_generator() (in module darwin.dataset.utils) export() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) (in module darwin.exporter.formats.coco) (in module darwin.exporter.formats.cvat) (in module darwin.exporter.formats.dataloop) (in module darwin.exporter.formats.instance_mask) (in module darwin.exporter.formats.mask) (in module darwin.exporter.formats.nifti) (in module darwin.exporter.formats.pascalvoc) (in module darwin.exporter.formats.semantic_mask) (in module darwin.exporter.formats.semantic_mask_grey) (in module darwin.exporter.formats.semantic_mask_index) (in module darwin.exporter.formats.yolo) (in module darwin.exporter.formats.yolo_segmented)

export_annotations() (in module darwin.exporter.exporter) export_dataset() (darwin.backend_v2.BackendV2 method) (in module darwin.cli_functions) export_date (darwin.dataset.release.Release attribute) export_file() (in module darwin.exporter.formats.helpers.yolo_class_builder) ExporterNotFoundError ExportException ExportException_CouldNotAssembleOutputPath ExportException_CouldNotBuildOutput ExportException_CouldNotWriteFile extend() (darwin.dataset.local_dataset.LocalDataset method) extract_artifacts() (in module darwin.extractor.video) extract_classes() (in module darwin.dataset.utils) extract_video_artifacts() (in module darwin.cli_functions)

F

FAILED (darwin.dataset.release.ReleaseStatus attribute) FAILURE (darwin.datatypes.Success attribute) Feature (class in darwin.datatypes) feature_enabled() (darwin.client.Client method) fetch_annotation_type_id_for_name() (darwin.dataset.remote_dataset.RemoteDataset method) fetch_binary() (darwin.client.Client method) fetch_items() (darwin.backend_v2.BackendV2 method) fetch_remote_attributes() (darwin.client.Client method) (darwin.dataset.remote_dataset.RemoteDataset method) fetch_remote_classes() (darwin.client.Client method) (darwin.dataset.remote_dataset.RemoteDataset method) fetch_remote_files() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) file_name (darwin.datatypes.SourceFile attribute) file_path (darwin.dataset.upload_manager.UploadRequestError attribute) FileMonitor (class in darwin.dataset.upload_manager) filename (darwin.dataset.upload_manager.ItemPayload attribute) (darwin.datatypes.AnnotationFile attribute) (darwin.item.DatasetItem attribute) filesize (darwin.item.DatasetItem attribute) find_files() (in module darwin.utils.utils) flatten_list() (in module darwin.utils.flatten_list) flatten_masks_by_category() (in module darwin.torch.utils) format (darwin.dataset.release.Release attribute) (darwin.datatypes.ReportJob attribute)

forward() (darwin.torch.transforms.RandomHorizontalFlip method) (darwin.torch.transforms.RandomVerticalFlip method) fps (darwin.datatypes.Slot attribute) frame (darwin.datatypes.ManifestItem attribute) frame_count (darwin.datatypes.AnnotationFile attribute) (darwin.datatypes.Slot attribute) frame_manifest (darwin.datatypes.Slot attribute) frame_urls (darwin.datatypes.AnnotationFile attribute) (darwin.datatypes.Slot attribute) frames (darwin.datatypes.VideoAnnotation attribute) from_api_key() (darwin.client.Client class method) from_config() (darwin.client.Client class method) from_dict() (darwin.datatypes.JSONType class method) (darwin.torch.transforms.AlbumentationsTransform class method) from_exception() (darwin.exceptions.DarwinException class method) from_guest() (darwin.client.Client class method) from_json() (darwin.datatypes.JSONType class method) from_multiple_exceptions() (darwin.exceptions.DarwinException class method) from_path() (darwin.torch.transforms.AlbumentationsTransform class method) from_raster_layer (darwin.exporter.formats.nifti.Volume attribute) full_path (darwin.dataset.upload_manager.ItemPayload property) (darwin.dataset.upload_manager.LocalFile property) (darwin.dataset.upload_manager.MultiFileItem property) (darwin.datatypes.AnnotationFile property) (darwin.item.DatasetItem property)

G

get() (darwin.config.Config method) get_all_teams() (darwin.config.Config method) get_annotation_filepaths() (in module darwin.dataset.local_dataset) get_annotation_files_from_dir() (in module darwin.utils.utils) get_annotation_type_and_data() (in module darwin.utils.utils) get_annotations() (in module darwin.dataset.utils) get_annotations_in_slot() (in module darwin.utils.utils) get_annotators_report() (darwin.client.Client method) get_class_idx() (darwin.torch.dataset.ClassificationDataset method) get_classes() (in module darwin.dataset.utils) get_classes_from_file() (in module darwin.dataset.utils) get_coco_format_record() (in module darwin.dataset.utils) get_data() (darwin.datatypes.VideoAnnotation method) get_dataset() (darwin.backend_v2.BackendV2 method) (in module darwin.torch.dataset) get_datasets_dir() (darwin.client.Client method) get_default_team() (darwin.config.Config method) get_exporter() (in module darwin.exporter) get_exports() (darwin.backend_v2.BackendV2 method) get_extents() (in module darwin.exporter.formats.mask) get_external_file_name() (in module darwin.dataset.utils) get_external_file_type() (in module darwin.dataset.utils) get_external_storage() (darwin.client.Client method) get_height_and_width() (darwin.dataset.local_dataset.LocalDataset method) get_image() (darwin.dataset.local_dataset.LocalDataset method) get_image_path() (darwin.dataset.local_dataset.LocalDataset method) get_image_path_from_stream() (in module darwin.utils.utils) get_img_info() (darwin.dataset.local_dataset.LocalDataset method)

get_importer() (in module darwin.importer) get_item_count() (in module darwin.utils.get_item_count) get_mask_video_annotations() (in module darwin.importer.formats.nifti) get_new_axial_size() (in module darwin.importer.formats.nifti) get_or_generate_colour() (in module darwin.exporter.formats.mask) get_palette() (in module darwin.exporter.formats.mask) get_polygon_video_annotations() (in module darwin.importer.formats.nifti) get_progress_bar() (in module darwin.utils.utils) get_release() (darwin.dataset.remote_dataset.RemoteDataset method) get_release_path() (in module darwin.dataset.utils) get_releases() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) get_remote_dataset() (darwin.client.Client method) get_render_mode() (in module darwin.exporter.formats.mask) get_response_content() (in module darwin.utils.utils) get_rgb_colours() (in module darwin.exporter.formats.mask) get_segment_manifests() (in module darwin.dataset.download_manager) get_sub() (darwin.datatypes.Annotation method) get_target() (darwin.torch.dataset.ClassificationDataset method) (darwin.torch.dataset.InstanceSegmentationDataset method) (darwin.torch.dataset.ObjectDetectionDataset method) (darwin.torch.dataset.SemanticSegmentationDataset method) get_team() (darwin.config.Config method) get_team_features() (darwin.client.Client method) get_team_properties() (darwin.client.Client method) get_view_idx() (in module darwin.exporter.formats.nifti) get_workflow() (darwin.backend_v2.BackendV2 method) GracefulExit granularity (darwin.datatypes.Property attribute)

H

has_json_content_type() (in module darwin.utils.utils) height (darwin.datatypes.Slot attribute)

help() (in module darwin.cli_functions) hidden_areas (darwin.datatypes.VideoAnnotation attribute) HsvColors (darwin.datatypes.MaskTypes attribute)

I

id (darwin.datatypes.Annotation attribute) (darwin.datatypes.AnnotationMask attribute) (darwin.datatypes.ReportJob attribute) (darwin.datatypes.VideoAnnotation attribute) (darwin.item.DatasetItem attribute) identifier (darwin.dataset.release.Release property) (darwin.dataset.remote_dataset.RemoteDataset property) image_count (darwin.dataset.release.Release attribute) image_height (darwin.datatypes.AnnotationFile attribute) image_thumbnail_url (darwin.datatypes.AnnotationFile attribute) image_url (darwin.datatypes.AnnotationFile attribute) image_width (darwin.datatypes.AnnotationFile attribute) import_annotation() (darwin.backend_v2.BackendV2 method) (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) import_annotations() (in module darwin.importer.importer) ImporterNotFoundError IncompatibleOptions INFERENCE (darwin.datatypes.SubAnnotationType attribute) inject_default_team_slug() (in module darwin.backend_v2) INSTANCE_ID (darwin.datatypes.SubAnnotationType attribute) InstanceSegmentationDataset (class in darwin.torch.dataset) InsufficientStorage interpolated (darwin.datatypes.VideoAnnotation attribute)

InvalidCompressionLevel InvalidLogin InvalidTeam io (darwin.dataset.upload_manager.FileMonitor attribute) is_extension_allowed_by_filename() (in module darwin.utils.utils) is_file_extension_allowed() (in module darwin.utils.utils) is_image_extension_allowed_by_filename() (in module darwin.utils.utils) is_multi_label (darwin.torch.dataset.ClassificationDataset attribute) (darwin.torch.dataset.InstanceSegmentationDataset attribute) is_project_dir() (in module darwin.utils.utils) is_properties_enabled() (in module darwin.path_utils) is_relative_to() (in module darwin.dataset.utils) is_stream_list_empty() (in module darwin.utils.utils) is_unix_like_os() (in module darwin.utils.utils) is_valid() (darwin.dataset.split_manager.Split method) is_video (darwin.datatypes.AnnotationFile attribute) ispolygon() (in module darwin.utils.utils) item_count (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) item_id (darwin.datatypes.AnnotationFile attribute) item_properties (darwin.datatypes.AnnotationFile attribute) ItemMergeMode (class in darwin.dataset.upload_manager) ItemPayload (class in darwin.dataset.upload_manager) items (darwin.datatypes.SegmentManifest attribute) ItemSorter (class in darwin.item_sorter)

J

JobPendingException

JSONType (class in darwin.datatypes)

K

keyframes (darwin.datatypes.VideoAnnotation attribute)

L

latest (darwin.dataset.release.Release attribute) layout (darwin.item.DatasetItem attribute) lazy_download_image_from_annotation() (in module darwin.dataset.download_manager) len (darwin.dataset.upload_manager.FileMonitor attribute) list_external_storage_connections() (darwin.client.Client method) list_files() (in module darwin.cli_functions) list_local_datasets() (darwin.client.Client method) list_remote_datasets() (darwin.client.Client method) (in module darwin.cli_functions) list_teams() (in module darwin.cli_functions) load_data_from_file() (in module darwin.utils.utils) load_feature_flags() (darwin.client.Client method)

load_pil_image() (in module darwin.dataset.utils) local() (darwin.client.Client class method) (in module darwin.cli_functions) local_files (darwin.dataset.upload_manager.UploadHandler attribute) local_images_path (darwin.dataset.remote_dataset.RemoteDataset property) local_path (darwin.dataset.remote_dataset.RemoteDataset property) (darwin.dataset.upload_manager.LocalFile attribute) local_releases_path (darwin.dataset.remote_dataset.RemoteDataset property) LocalDataset (class in darwin.dataset.local_dataset) LocalFile (class in darwin.dataset.upload_manager) log_rate_limit_exceeded() (in module darwin.client) log_retry_error() (in module darwin.client)

M

main() (in module darwin.cli) major (darwin.datatypes.AnnotationFileVersion attribute) make_attributes() (in module darwin.datatypes) make_bounding_box() (in module darwin.datatypes) make_class_lists() (in module darwin.dataset.utils) make_complex_polygon() (in module darwin.datatypes) make_cuboid() (in module darwin.datatypes) make_ellipse() (in module darwin.datatypes) make_graph() (in module darwin.datatypes) make_instance_id() (in module darwin.datatypes) make_keyframe() (in module darwin.datatypes) make_keyframe_annotation() (in module darwin.utils.utils) make_keypoint() (in module darwin.datatypes) make_line() (in module darwin.datatypes) make_mask() (in module darwin.datatypes) make_opaque_sub() (in module darwin.datatypes) make_polygon() (in module darwin.datatypes) make_raster_layer() (in module darwin.datatypes) make_simple_table() (in module darwin.datatypes) make_skeleton() (in module darwin.datatypes) make_string() (in module darwin.datatypes) make_table() (in module darwin.datatypes) make_tag() (in module darwin.datatypes) make_text() (in module darwin.datatypes) make_video_annotation() (in module darwin.datatypes) ManifestItem (class in darwin.datatypes) mask_annotation_ids_mapping (darwin.datatypes.RasterLayer attribute) mask_to_polygon() (in module darwin.importer.formats.nifti) MaskTypes (class in darwin.datatypes) measure_mean_std() (darwin.dataset.local_dataset.LocalDataset method) measure_weights() (darwin.torch.dataset.ClassificationDataset method) (darwin.torch.dataset.InstanceSegmentationDataset method) (darwin.torch.dataset.ObjectDetectionDataset method) (darwin.torch.dataset.SemanticSegmentationDataset method) MEASURES (darwin.datatypes.SubAnnotationType attribute) message (darwin.exceptions.GracefulExit attribute) metadata (darwin.datatypes.Slot attribute) minor (darwin.datatypes.AnnotationFileVersion attribute) MissingConfig MissingDependency MissingSchema Mode (darwin.datatypes.MaskTypes attribute) model_config (darwin.datatypes.ReportJob attribute) (darwin.datatypes.StorageKeyDictModel attribute) (darwin.datatypes.StorageKeyListModel attribute) (darwin.item.DatasetItem attribute) module darwin darwin.backend_v2 darwin.cli darwin.cli_functions darwin.client darwin.config darwin.dataset darwin.dataset.download_manager darwin.dataset.identifier darwin.dataset.local_dataset darwin.dataset.release darwin.dataset.remote_dataset darwin.dataset.remote_dataset_v2 darwin.dataset.split_manager darwin.dataset.upload_manager darwin.dataset.utils darwin.datatypes darwin.doc_enum darwin.exceptions darwin.exporter darwin.exporter.exporter darwin.exporter.formats darwin.exporter.formats.coco darwin.exporter.formats.cvat darwin.exporter.formats.darwin darwin.exporter.formats.dataloop darwin.exporter.formats.helpers darwin.exporter.formats.helpers.yolo_class_builder darwin.exporter.formats.instance_mask darwin.exporter.formats.mask darwin.exporter.formats.nifti darwin.exporter.formats.numpy_encoder darwin.exporter.formats.pascalvoc darwin.exporter.formats.semantic_mask darwin.exporter.formats.semantic_mask_grey darwin.exporter.formats.semantic_mask_index darwin.exporter.formats.yolo darwin.exporter.formats.yolo_segmented darwin.extractor darwin.extractor.video darwin.importer darwin.importer.formats darwin.importer.formats.coco darwin.importer.formats.csv_tags darwin.importer.formats.csv_tags_video darwin.importer.formats.darwin darwin.importer.formats.dataloop darwin.importer.formats.labelbox darwin.importer.formats.labelbox_schemas darwin.importer.formats.nifti darwin.importer.formats.nifti_schemas darwin.importer.formats.pascal_voc darwin.importer.formats.superannotate darwin.importer.formats.superannotate_schemas darwin.importer.importer darwin.item darwin.item_sorter darwin.options darwin.path_utils darwin.torch darwin.torch.dataset darwin.torch.transforms darwin.torch.utils darwin.utils darwin.utils.flatten_list darwin.utils.get_item_count darwin.utils.utils darwin.validators darwin.version

move_to_new() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) move_to_stage() (darwin.backend_v2.BackendV2 method) multi_file_items (darwin.dataset.upload_manager.UploadHandler attribute) MultiFileItem (class in darwin.dataset.upload_manager)

N

name (darwin.dataset.release.Release attribute) (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) (darwin.datatypes.AnnotationAuthor attribute) (darwin.datatypes.AnnotationClass attribute) (darwin.datatypes.AnnotationMask attribute) (darwin.datatypes.Feature attribute) (darwin.datatypes.ObjectStore attribute) (darwin.datatypes.Property attribute) (darwin.datatypes.PropertyClass attribute) (darwin.datatypes.Slot attribute)

name_taken() (in module darwin.validators) NameTaken newer_darwin_version (darwin.client.Client property) nifti_to_video_polygon_annotation() (in module darwin.importer.formats.nifti) normalise() (in module darwin.exporter.formats.yolo_segmented) Normalize (class in darwin.torch.transforms) NotFound NumpyEncoder (class in darwin.exporter.formats.numpy_encoder)

O

ObjectDetectionDataset (class in darwin.torch.dataset) ObjectStore (class in darwin.datatypes) offset_polygon() (in module darwin.exporter.formats.mask) offset_polygon_paths() (in module darwin.exporter.formats.mask)

offset_simple_polygon() (in module darwin.exporter.formats.mask) Options (class in darwin.options) original_affine (darwin.exporter.formats.nifti.Volume attribute) OTHER (darwin.dataset.upload_manager.UploadStage attribute) OutdatedDarwinJSONFormat

P

Palette (darwin.datatypes.MaskTypes attribute) parent_exception (darwin.exceptions.DarwinException attribute) parse() (darwin.dataset.identifier.DatasetIdentifier class method) (darwin.item.DatasetItem class method) (darwin.item_sorter.ItemSorter class method) (darwin.item_sorter.SortDirection class method) parse_annotation() (in module darwin.importer.formats.coco) parse_args() (darwin.options.Options method) parse_darwin_json() (in module darwin.utils.utils) parse_external_file_path() (in module darwin.dataset.utils) parse_json() (darwin.dataset.local_dataset.LocalDataset method) (darwin.dataset.release.Release class method) (in module darwin.importer.formats.coco) parse_metadata() (in module darwin.path_utils) parse_path() (in module darwin.importer.formats.coco) (in module darwin.importer.formats.csv_tags) (in module darwin.importer.formats.csv_tags_video) (in module darwin.importer.formats.darwin) (in module darwin.importer.formats.dataloop) (in module darwin.importer.formats.labelbox) (in module darwin.importer.formats.nifti) (in module darwin.importer.formats.pascal_voc) (in module darwin.importer.formats.superannotate) parse_property_classes() (in module darwin.datatypes) parse_slot_names() (in module darwin.utils.utils) parse_v2() (darwin.dataset.upload_manager.ItemPayload static method) PARTIAL_SUCCESS (darwin.datatypes.Success attribute) partition (darwin.dataset.local_dataset.LocalDataset attribute) path (darwin.dataset.upload_manager.ItemPayload attribute) (darwin.datatypes.AnnotationFile attribute) (darwin.item.DatasetItem attribute) path() (in module darwin.cli_functions) PENDING (darwin.dataset.release.ReleaseStatus attribute) pending_count (darwin.dataset.upload_manager.UploadHandler property) pending_items (darwin.dataset.upload_manager.UploadHandler attribute) persist_client_configuration() (in module darwin.utils.utils)

pixdims (darwin.exporter.formats.nifti.Volume attribute) pixel_array (darwin.exporter.formats.nifti.Volume attribute) Plane (class in darwin.exporter.formats.nifti) Point (class in darwin.exporter.formats.yolo_segmented) poll_pending_report_job() (darwin.client.Client method) POLYGON (darwin.exporter.formats.yolo_segmented.YoloSegmentedAnnotationType attribute) polygon_area() (in module darwin.torch.utils) populate_output_volumes_from_polygons() (in module darwin.exporter.formats.nifti) populate_output_volumes_from_raster_layer() (in module darwin.exporter.formats.nifti) post_comment() (darwin.backend_v2.BackendV2 method) (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) (in module darwin.cli_functions) prefix (darwin.datatypes.ObjectStore attribute) prepare_upload() (darwin.dataset.upload_manager.UploadHandler method) primary_plane (darwin.exporter.formats.nifti.Volume attribute) print_new_version_info() (in module darwin.cli_functions) process_affine() (in module darwin.exporter.formats.nifti) process_class_map() (in module darwin.importer.formats.nifti) process_metadata() (in module darwin.exporter.formats.nifti) process_nifti() (in module darwin.importer.formats.nifti) progress (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) (darwin.dataset.upload_manager.UploadHandler property) prompt() (in module darwin.utils.utils) properties (darwin.datatypes.Annotation attribute) (darwin.datatypes.PropertyClass attribute) (darwin.datatypes.VideoAnnotation attribute) Property (class in darwin.datatypes) property_values (darwin.datatypes.Property attribute) PropertyClass (class in darwin.datatypes) provider (darwin.datatypes.ObjectStore attribute) pull() (darwin.dataset.remote_dataset.RemoteDataset method) pull_dataset() (in module darwin.cli_functions) push() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) put() (darwin.config.Config method)

R

random (darwin.dataset.split_manager.Split attribute) RandomHorizontalFlip (class in darwin.torch.transforms) RandomVerticalFlip (class in darwin.torch.transforms) RasterLayer (class in darwin.datatypes) read() (darwin.dataset.upload_manager.FileMonitor method) readonly (darwin.datatypes.ObjectStore attribute) reason (darwin.datatypes.Slot attribute) rectify_header_sform_qform() (in module darwin.importer.formats.nifti) register() (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) register_data() (darwin.backend_v2.BackendV2 method) register_items() (darwin.backend_v2.BackendV2 method) register_multi_slotted() (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) register_single_slotted() (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) Release (class in darwin.dataset.release) release_name (darwin.dataset.local_dataset.LocalDataset attribute) ReleaseStatus (class in darwin.dataset.release) remote_path (darwin.dataset.remote_dataset.RemoteDataset property) (darwin.datatypes.AnnotationFile attribute) RemoteDataset (class in darwin.dataset.remote_dataset) RemoteDatasetV2 (class in darwin.dataset.remote_dataset_v2) remove_remote() (darwin.dataset.remote_dataset.RemoteDataset method)

remove_remote_dataset() (in module darwin.cli_functions) render_polygons() (in module darwin.exporter.formats.mask) render_raster() (in module darwin.exporter.formats.mask) RendererReturn (darwin.datatypes.MaskTypes attribute) report_annotators() (in module darwin.cli_functions) ReportJob (class in darwin.datatypes) REQUEST_SIGNATURE (darwin.dataset.upload_manager.UploadStage attribute) RequestEntitySizeExceeded required (darwin.datatypes.Property attribute) restore_archived() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) restore_archived_items() (darwin.backend_v2.BackendV2 method) retry_if_status_code_429() (in module darwin.client) retry_if_status_code_429_or_5xx() (in module darwin.client) REVIEWER (darwin.datatypes.AnnotationAuthorRole attribute) reviewers (darwin.datatypes.Annotation attribute) (darwin.datatypes.VideoAnnotation attribute) RgbColorList (darwin.datatypes.MaskTypes attribute) RgbColors (darwin.datatypes.MaskTypes attribute) RgbPalette (darwin.datatypes.MaskTypes attribute) rle (darwin.datatypes.RasterLayer attribute) rle_decode() (in module darwin.exporter.formats.mask)

S

sanitize_filename() (in module darwin.dataset.utils) save_class_index() (in module darwin.exporter.formats.helpers.yolo_class_builder) secure_continue_request() (in module darwin.utils.utils) segment (darwin.datatypes.ManifestItem attribute) (darwin.datatypes.SegmentManifest attribute) SegmentManifest (class in darwin.datatypes) segments (darwin.datatypes.Slot attribute) (darwin.datatypes.VideoAnnotation attribute) selected (darwin.datatypes.Team attribute) SemanticSegmentationDataset (class in darwin.torch.dataset) seq (darwin.datatypes.AnnotationFile attribute) (darwin.item.DatasetItem attribute) serialize() (darwin.dataset.upload_manager.LocalFile method) serialize_darwin_json_v2() (darwin.dataset.upload_manager.LocalFile method) (darwin.dataset.upload_manager.MultiFileItem method) SERIES (darwin.dataset.upload_manager.ItemMergeMode attribute) series_instance_uid (darwin.exporter.formats.nifti.Volume attribute) set_compression_level() (darwin.config.Config method) (in module darwin.cli_functions) set_datasets_dir() (darwin.client.Client method) set_default_team() (darwin.config.Config method) set_file_status() (in module darwin.cli_functions) set_global() (darwin.config.Config method) set_team() (darwin.config.Config method) (in module darwin.cli_functions) set_text_property_value() (in module darwin.importer.importer) shift_polygon_coords() (in module darwin.exporter.formats.nifti) sign_upload() (darwin.backend_v2.BackendV2 method) Slot (class in darwin.datatypes) slot (darwin.datatypes.SegmentManifest attribute) slot_is_handled_by_monai() (in module darwin.importer.importer) slot_is_medical() (in module darwin.importer.importer) slot_names (darwin.datatypes.Annotation attribute) (darwin.datatypes.AnnotationMask attribute) (darwin.datatypes.RasterLayer attribute) (darwin.datatypes.VideoAnnotation attribute)

SLOTS (darwin.dataset.upload_manager.ItemMergeMode attribute) slots (darwin.datatypes.AnnotationFile attribute) (darwin.item.DatasetItem attribute) slug (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) (darwin.datatypes.Team attribute) SortDirection (class in darwin.item_sorter) sorted_nested_lists() (in module darwin.datatypes) source_files (darwin.datatypes.Slot attribute) SourceFile (class in darwin.datatypes) Split (class in darwin.dataset.split_manager) split (darwin.dataset.local_dataset.LocalDataset attribute) split() (darwin.dataset.remote_dataset.RemoteDataset method) (in module darwin.cli_functions) split_dataset() (in module darwin.dataset.split_manager) split_paths_by_metadata() (in module darwin.datatypes) split_type (darwin.dataset.local_dataset.LocalDataset attribute) split_video_annotation() (in module darwin.utils.utils) split_video_annotations() (darwin.dataset.remote_dataset.RemoteDataset method) stage (darwin.dataset.upload_manager.UploadRequestError attribute) STAGES (darwin.datatypes.AnnotatorReportGrouping attribute) status (darwin.dataset.release.Release attribute) (darwin.datatypes.ReportJob attribute) (darwin.item.DatasetItem attribute) storage_keys (darwin.datatypes.StorageKeyDictModel attribute) (darwin.datatypes.StorageKeyListModel attribute) StorageKeyDictModel (class in darwin.datatypes) StorageKeyListModel (class in darwin.datatypes) stratified (darwin.dataset.split_manager.Split attribute) stream_darwin_json() (in module darwin.utils.utils) sub_types (darwin.datatypes.PropertyClass attribute) SubAnnotation (class in darwin.datatypes) SubAnnotationType (class in darwin.datatypes) subs (darwin.datatypes.Annotation attribute) Success (class in darwin.datatypes) SUCCESS (darwin.datatypes.Success attribute) suffix (darwin.datatypes.AnnotationFileVersion attribute)

T

Team (class in darwin.datatypes) team (darwin.dataset.remote_dataset.RemoteDataset attribute) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 attribute) team_id (darwin.datatypes.ReportJob attribute) team_slug (darwin.dataset.identifier.DatasetIdentifier attribute) (darwin.dataset.release.Release attribute) TEXT (darwin.datatypes.SubAnnotationType attribute) thumbnail_url (darwin.datatypes.Slot attribute) timestamp (darwin.datatypes.ManifestItem attribute) to_json() (darwin.datatypes.JSONType method) ToPILImage (class in darwin.torch.transforms)

total_count (darwin.dataset.upload_manager.UploadHandler property) total_frames (darwin.datatypes.SegmentManifest attribute) total_pixels (darwin.datatypes.RasterLayer attribute) ToTensor (class in darwin.torch.transforms) transform (darwin.torch.dataset.ClassificationDataset attribute) (darwin.torch.dataset.InstanceSegmentationDataset attribute) (darwin.torch.dataset.ObjectDetectionDataset attribute) (darwin.torch.dataset.SemanticSegmentationDataset attribute) type (darwin.datatypes.Property attribute) (darwin.datatypes.PropertyClass attribute) (darwin.datatypes.Slot attribute) TypeOfRender (darwin.datatypes.MaskTypes attribute)

U

Unauthenticated Unauthorized UndecodedRLE (darwin.datatypes.MaskTypes attribute) UNDETERMINED (darwin.datatypes.Success attribute) UNKNOWN (darwin.exporter.formats.yolo_segmented.YoloSegmentedAnnotationType attribute) UnknownAnnotationFileSchema UnknownExportVersion UnrecognizableFileEncoding UnsupportedExportFormat UnsupportedFileType UnsupportedImportAnnotationType update_annotation_class() (darwin.client.Client method) update_annotation_data() (in module darwin.utils.utils) update_pixel_array() (in module darwin.exporter.formats.nifti)

update_property() (darwin.client.Client method) upload() (darwin.dataset.upload_manager.UploadHandler method) upload_data() (in module darwin.cli_functions) upload_id (darwin.datatypes.Slot attribute) UPLOAD_TO_S3 (darwin.dataset.upload_manager.UploadStage attribute) UploadHandler (class in darwin.dataset.upload_manager) UploadHandlerV2 (class in darwin.dataset.upload_manager) UploadRequestError UploadStage (class in darwin.dataset.upload_manager) url (darwin.dataset.release.Release attribute) (darwin.datatypes.ReportJob attribute) (darwin.datatypes.SourceFile attribute) url() (in module darwin.cli_functions) urljoin() (in module darwin.utils.utils)

V

validate() (darwin.datatypes.AnnotationMask method) (darwin.datatypes.RasterLayer method) validate_api_key() (in module darwin.cli_functions) validate_data_against_schema() (in module darwin.utils.utils) validate_file_against_schema() (in module darwin.utils.utils) validate_schemas() (in module darwin.cli_functions) validation_error() (in module darwin.validators)

ValidationError version (darwin.dataset.identifier.DatasetIdentifier attribute) (darwin.dataset.release.Release attribute) (darwin.datatypes.AnnotationFile attribute) VideoAnnotation (class in darwin.datatypes) visibility (darwin.datatypes.ManifestItem attribute) visible_frame (darwin.datatypes.ManifestItem attribute) Volume (class in darwin.exporter.formats.nifti)

W

width (darwin.datatypes.Slot attribute) workview_url (darwin.datatypes.AnnotationFile attribute)

workview_url_for_item() (darwin.dataset.remote_dataset.RemoteDataset method) (darwin.dataset.remote_dataset_v2.RemoteDatasetV2 method) write_output_volume_to_disk() (in module darwin.exporter.formats.nifti)

X

x (darwin.exporter.formats.yolo_segmented.Point attribute)

XY (darwin.exporter.formats.nifti.Plane attribute) XZ (darwin.exporter.formats.nifti.Plane attribute)

Y

y (darwin.exporter.formats.yolo_segmented.Point attribute)

YoloSegmentedAnnotationType (class in darwin.exporter.formats.yolo_segmented) YZ (darwin.exporter.formats.nifti.Plane attribute)