Index

_

__call__() (otx.algorithms.common.tasks.base_task.OnHookInitialized method) (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms.ResizeLongestSide method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms.MultipleInputsCompose method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms.Pad method) (otx.api.entities.train_parameters.UpdateProgressCallback method) (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer method) (otx.cli.utils.hpo.HpoCallback method) (otx.cli.utils.parser.MemSizeAction method)

A

accumulate() (otx.core.data.noisy_label_detection.LossDynamicsTracker method) Accuracy (class in otx.api.usecases.evaluation) accuracy (otx.api.usecases.evaluation.Accuracy property) AccuracyAwareLrUpdater (class in otx.algorithms.common.adapters.nncf) AccuracyAwareRunner (class in otx.algorithms.common.adapters.mmcv) Action (class in otx.api.configuration) ActionBaseDatasetAdapter (class in otx.core.data.adapter.action_dataset_adapter) ActionClassificationDatasetAdapter (class in otx.core.data.adapter.action_dataset_adapter) ActionConfig (class in otx.algorithms.action.configs.base) ActionDetectionDatasetAdapter (class in otx.core.data.adapter.action_dataset_adapter) add_child() (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.label_schema.LabelTree method) add_decomposed_rel_pos() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) add_edge() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) (otx.api.entities.label_schema.LabelTree method) (otx.core.ov.graph.Graph method) add_edges() (otx.api.entities.label_schema.LabelTree method) add_group() (otx.api.entities.label_schema.LabelSchemaEntity method) add_hyper_parameters_sub_parser() (in module otx.cli.utils.parser) add_labels_to_group_by_group_name() (otx.api.entities.label_schema.LabelSchemaEntity method) add_node() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) (otx.api.entities.label_schema.LabelTree method) add_rule() (otx.api.configuration.UIRules method) add_saliency_maps_to_dataset_item() (in module otx.api.utils.dataset_utils) add_suffix_to_filename() (in module otx.utils.utils) additional_scores (otx.api.entities.metrics.MultiScorePerformance property) AddV1 (class in otx.core.ov.ops) adjlist_outer_dict_factory (otx.core.ov.graph.Graph attribute) after_each_n_epochs() (otx.algorithms.common.adapters.mmcv.ReduceLROnPlateauLrUpdaterHook method) after_each_n_iters() (otx.algorithms.common.adapters.mmcv.ReduceLROnPlateauLrUpdaterHook method) after_epoch() (otx.algorithms.common.adapters.mmcv.MemCacheHook method) (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) (otx.algorithms.common.adapters.mmcv.SemiSLClsHook method) after_iter() (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) after_run() (otx.algorithms.common.adapters.mmcv.EnsureCorrectBestCheckpointHook method) (otx.algorithms.common.adapters.mmcv.LossDynamicsTrackingHook method) (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) after_train_epoch() (otx.algorithms.common.adapters.mmcv.CheckpointHookWithValResults method) (otx.algorithms.common.adapters.mmcv.CompressionHook method) (otx.algorithms.common.adapters.mmcv.CustomEvalHook method) (otx.algorithms.common.adapters.mmcv.EarlyStoppingHook method) (otx.algorithms.common.adapters.mmcv.NoBiasDecayHook method) (otx.algorithms.common.adapters.mmcv.OTXLoggerHook method) after_train_iter() (otx.algorithms.common.adapters.mmcv.CancelTrainingHook method) (otx.algorithms.common.adapters.mmcv.CheckpointHookWithValResults method) (otx.algorithms.common.adapters.mmcv.CompressionHook method) (otx.algorithms.common.adapters.mmcv.CustomEvalHook method) (otx.algorithms.common.adapters.mmcv.EarlyStoppingHook method) (otx.algorithms.common.adapters.mmcv.EMAMomentumUpdateHook method) (otx.algorithms.common.adapters.mmcv.Fp16SAMOptimizerHook method) (otx.algorithms.common.adapters.mmcv.LossDynamicsTrackingHook method) (otx.algorithms.common.adapters.mmcv.SAMOptimizerHook method) (otx.algorithms.common.adapters.mmcv.SemiSLClsHook method) (otx.algorithms.common.adapters.mmcv.StopLossNanTrainingHook method) (otx.algorithms.common.adapters.mmcv.TwoCropTransformHook method) after_val_iter() (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) allow_zero_length_dataloader_with_multiple_devices (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule attribute) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule attribute) alpha (otx.api.entities.color.ColorEntity property) Annotation (class in otx.api.entities.annotation) ANNOTATION (otx.api.entities.annotation.AnnotationSceneKind attribute) annotation_scene (otx.api.entities.dataset_item.DatasetItemEntity property) annotations (otx.api.entities.annotation.AnnotationSceneEntity property) AnnotationSceneEntity (class in otx.api.entities.annotation) AnnotationSceneKind (class in otx.api.entities.annotation) AnomalyBaseDatasetAdapter (class in otx.core.data.adapter.anomaly_dataset_adapter) AnomalyClassificationDatasetAdapter (class in otx.core.data.adapter.anomaly_dataset_adapter) AnomalyClassificationToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) AnomalyDetectionDatasetAdapter (class in otx.core.data.adapter.anomaly_dataset_adapter) AnomalyDetectionToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) AnomalyInferenceCallback (class in otx.algorithms.anomaly.adapters.anomalib.callbacks) AnomalySegmentationDatasetAdapter (class in otx.core.data.adapter.anomaly_dataset_adapter) AnomalySegmentationToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) AnomalyVisualizer (class in otx.api.usecases.exportable_code.visualizers) append() (otx.api.entities.datasets.DatasetEntity method) append_annotation() (otx.api.entities.annotation.AnnotationSceneEntity method) append_annotations() (otx.api.entities.annotation.AnnotationSceneEntity method) (otx.api.entities.dataset_item.DatasetItemEntity method) append_dist_rank_suffix() (in module otx.algorithms.common.utils) append_label() (otx.api.entities.annotation.Annotation method) append_labels() (otx.api.entities.dataset_item.DatasetItemEntity method) append_metadata_item() (otx.api.entities.dataset_item.DatasetItemEntity method) apply_boxes() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms.ResizeLongestSide class method) apply_coords() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms.ResizeLongestSide class method) apply_image() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms.ResizeLongestSide class method) are_exclusive() (otx.api.entities.label_schema.LabelSchemaEntity method) as_int_tuple() (otx.api.entities.coordinate.Coordinate method) as_tuple() (otx.api.entities.coordinate.Coordinate method) assign() (otx.algorithms.detection.adapters.mmdet.models.assigners.CustomMaxIoUAssigner method)

AsyncExecutor (class in otx.api.usecases.exportable_code.demo.demo_package) Attention (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder) Attribute (class in otx.core.ov.ops) ATTRIBUTE_FACTORY (otx.core.ov.ops.AddV1 attribute) (otx.core.ov.ops.AvgPoolV1 attribute) (otx.core.ov.ops.BatchNormalizationV0 attribute) (otx.core.ov.ops.BroadcastV3 attribute) (otx.core.ov.ops.ClampV0 attribute) (otx.core.ov.ops.ConcatV0 attribute) (otx.core.ov.ops.ConstantV0 attribute) (otx.core.ov.ops.ConvertV0 attribute) (otx.core.ov.ops.ConvolutionV1 attribute) (otx.core.ov.ops.DetectionOutputV0 attribute) (otx.core.ov.ops.DivideV1 attribute) (otx.core.ov.ops.EinsumV7 attribute) (otx.core.ov.ops.EluV0 attribute) (otx.core.ov.ops.ExpV0 attribute) (otx.core.ov.ops.GatherV0 attribute) (otx.core.ov.ops.GatherV1 attribute) (otx.core.ov.ops.GeluV7 attribute) (otx.core.ov.ops.GroupConvolutionV1 attribute) (otx.core.ov.ops.HardSigmoidV0 attribute) (otx.core.ov.ops.HSigmoidV5 attribute) (otx.core.ov.ops.HSwishV4 attribute) (otx.core.ov.ops.InterpolateV4 attribute) (otx.core.ov.ops.LocalResponseNormalizationV0 attribute) (otx.core.ov.ops.MatMulV0 attribute) (otx.core.ov.ops.MaxPoolV0 attribute) (otx.core.ov.ops.MishV4 attribute) (otx.core.ov.ops.MultiplyV1 attribute) (otx.core.ov.ops.MVNV6 attribute) (otx.core.ov.ops.NonMaxSuppressionV5 attribute) (otx.core.ov.ops.NonMaxSuppressionV9 attribute) (otx.core.ov.ops.NormalizeL2V0 attribute) (otx.core.ov.ops.Operation attribute) (otx.core.ov.ops.PadV1 attribute) (otx.core.ov.ops.ParameterV0 attribute) (otx.core.ov.ops.PReluV0 attribute) (otx.core.ov.ops.PriorBoxClusteredV0 attribute) (otx.core.ov.ops.PriorBoxV0 attribute) (otx.core.ov.ops.ProposalV4 attribute) (otx.core.ov.ops.RangeV4 attribute) (otx.core.ov.ops.ReduceMeanV1 attribute) (otx.core.ov.ops.ReduceMinV1 attribute) (otx.core.ov.ops.ReduceProdV1 attribute) (otx.core.ov.ops.ReduceSumV1 attribute) (otx.core.ov.ops.RegionYoloV0 attribute) (otx.core.ov.ops.ReluV0 attribute) (otx.core.ov.ops.ReshapeV1 attribute) (otx.core.ov.ops.ResultV0 attribute) (otx.core.ov.ops.ROIPoolingV0 attribute) (otx.core.ov.ops.ScatterNDUpdateV3 attribute) (otx.core.ov.ops.ScatterUpdateV3 attribute) (otx.core.ov.ops.SeluV0 attribute) (otx.core.ov.ops.ShapeOfV0 attribute) (otx.core.ov.ops.ShapeOfV3 attribute) (otx.core.ov.ops.ShuffleChannelsV0 attribute) (otx.core.ov.ops.SigmoidV0 attribute) (otx.core.ov.ops.SoftMaxV0 attribute) (otx.core.ov.ops.SoftMaxV1 attribute) (otx.core.ov.ops.SplitV1 attribute) (otx.core.ov.ops.SqueezeV0 attribute) (otx.core.ov.ops.StridedSliceV1 attribute) (otx.core.ov.ops.SubtractV1 attribute) (otx.core.ov.ops.SwishV4 attribute) (otx.core.ov.ops.TanhV0 attribute) (otx.core.ov.ops.TanV0 attribute) (otx.core.ov.ops.TileV0 attribute) (otx.core.ov.ops.TopKV3 attribute) (otx.core.ov.ops.TransposeV1 attribute) (otx.core.ov.ops.UnsqueezeV0 attribute) (otx.core.ov.ops.VariadicSplitV1 attribute) attrs (otx.core.ov.ops.Operation property) aug_test() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) auto_config() (otx.hpo.HyperBand method) auto_decrease_batch_size() (otx.algorithms.common.adapters.torch.utils.BsSearchAlgo method) auto_device_count() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator static method) auto_split() (otx.core.data.manager.dataset_manager.DatasetManager static method) auto_split_data() (otx.cli.manager.ConfigManager method) auto_task_detection() (otx.cli.manager.ConfigManager method) avg_time_per_image (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask property) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask property) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask property) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask property) AvgPoolV1 (class in otx.core.ov.ops) await_all() (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationInferencer method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method)

B

backward() (otx.api.serialization.datetime_mapper.DatetimeMapper static method) (otx.api.serialization.id_mapper.IDMapper static method) (otx.api.serialization.label_mapper.ColorMapper static method) (otx.api.serialization.label_mapper.LabelGroupMapper static method) (otx.api.serialization.label_mapper.LabelMapper static method) (otx.api.serialization.label_mapper.LabelSchemaMapper static method) (otx.api.serialization.label_mapper.LabelTreeMapper static method) BarChartInfo (class in otx.api.entities.metrics) BarMetricsGroup (class in otx.api.entities.metrics) base (otx.api.entities.model_template.EntryPoints attribute) base_lrs (otx.algorithms.common.adapters.nncf.AccuracyAwareLrUpdater property) base_path (otx.api.entities.model_template.HyperParameterData attribute) BaseConfig (class in otx.algorithms.common.configs) BaseConfig.BaseAlgoBackendParameters (class in otx.algorithms.common.configs) BaseConfig.BaseLearningParameters (class in otx.algorithms.common.configs) BaseConfig.BaseNNCFOptimization (class in otx.algorithms.common.configs) BaseConfig.BasePostprocessing (class in otx.algorithms.common.configs) BaseConfig.BasePOTParameter (class in otx.algorithms.common.configs) BaseConfig.BaseTilingParameters (class in otx.algorithms.common.configs) BaseDatasetAdapter (class in otx.core.data.adapter.base_dataset_adapter) BaseInferencerWithConverter (class in otx.algorithms.detection.adapters.openvino.task) BaseInputArgumentChecker (class in otx.api.utils.argument_checks) BaseStreamer (class in otx.api.usecases.exportable_code.streamer) BasicLayer (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) BatchNormalizationV0 (class in otx.core.ov.ops) before_epoch() (otx.algorithms.common.adapters.mmcv.MemCacheHook method) (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) before_iter() (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) before_run() (otx.algorithms.common.adapters.mmcv.CheckpointHookWithValResults method) (otx.algorithms.common.adapters.mmcv.CompressionHook method) (otx.algorithms.common.adapters.mmcv.EarlyStoppingHook method) (otx.algorithms.common.adapters.mmcv.LossDynamicsTrackingHook method) (otx.algorithms.common.adapters.mmcv.OTXLoggerHook method) (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) (otx.algorithms.common.adapters.mmcv.ReduceLROnPlateauLrUpdaterHook method)

before_train_epoch() (otx.algorithms.common.adapters.mmcv.EMAMomentumUpdateHook method) (otx.algorithms.common.adapters.mmcv.IBLossHook method) (otx.algorithms.common.adapters.mmcv.LossDynamicsTrackingHook method) (otx.algorithms.common.adapters.mmcv.NoBiasDecayHook method) (otx.algorithms.common.adapters.mmcv.TwoCropTransformHook method) before_train_iter() (otx.algorithms.common.adapters.mmcv.EMAMomentumUpdateHook method) (otx.algorithms.common.adapters.mmcv.SemiSLClsHook method) before_val_iter() (otx.algorithms.common.adapters.mmcv.OTXProgressHook method) best_confidence_threshold (otx.api.usecases.evaluation.FMeasure property) best_nms_threshold (otx.api.usecases.evaluation.FMeasure property) bfs() (otx.core.ov.graph.Graph method) bgr_tuple (otx.api.entities.color.Color property) Block (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) blue (otx.api.entities.color.ColorEntity property) BroadcastV3 (class in otx.core.ov.ops) BsSearchAlgo (class in otx.algorithms.common.adapters.torch.utils) build_argparser() (in module otx.api.usecases.exportable_code.demo.demo) build_backbone_config() (otx.cli.builder.Builder method) build_custom_inputs() (otx.core.ov.models.OVModel static method) build_custom_outputs() (otx.core.ov.models.OVModel static method) build_graph() (otx.core.ov.models.OVModel static method) build_roi_layers() (otx.algorithms.detection.adapters.mmdet.models.roi_heads.roi_extractors.SingleRoIExtractor method) build_tiny_vit() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) build_torch_module() (otx.core.ov.models.OVModel static method) build_vit() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) build_workspace() (otx.cli.manager.ConfigManager method) Builder (class in otx.cli.builder)

C

calculate_dice_loss() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) calculate_iou() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) calculate_sigmoid_ce_focal_loss() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) calculate_stability_score() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) Callback (class in otx.api.usecases.reporting) CameraCapWrapper (class in otx.cli.tools.utils.demo.images_capture) CameraStreamer (class in otx.api.usecases.exportable_code.streamer) cancel_hook_initialized() (otx.algorithms.common.tasks.base_task.OTXTask method) cancel_training() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.api.usecases.tasks.interfaces.training_interface.ITrainingTask method) CancelTrainingHook (class in otx.algorithms.common.adapters.mmcv) cast_bf16_to_fp32() (in module otx.algorithms.common.utils) CdnQueryGenerator (class in otx.algorithms.detection.adapters.mmdet.models.layers) ChainExecutor (class in otx.api.usecases.exportable_code.demo.demo_package) check() (otx.api.utils.argument_checks.BaseInputArgumentChecker method) (otx.api.utils.argument_checks.DatasetParamTypeCheck method) (otx.api.utils.argument_checks.DirectoryPathCheck method) (otx.api.utils.argument_checks.FilePathCheck method) (otx.api.utils.argument_checks.InputConfigCheck method) (otx.api.utils.argument_checks.OptionalDirectoryPathCheck method) (otx.api.utils.argument_checks.OptionalFilePathCheck method) check_dictionary_keys_values_type() (in module otx.api.utils.argument_checks) check_directory_path() (in module otx.api.utils.argument_checks) check_file_extension() (in module otx.api.utils.argument_checks) check_file_path() (in module otx.api.utils.argument_checks) check_input_parameters_type() (in module otx.api.utils.argument_checks) check_is_parameter_like_dataset() (in module otx.api.utils.argument_checks) check_label_schemas() (in module otx.cli.tools.eval) check_nested_classes_parameters() (in module otx.api.utils.argument_checks) check_nested_elements_type() (in module otx.api.utils.argument_checks) check_nncf_is_enabled() (in module otx.algorithms.common.adapters.nncf) check_parameter_type() (in module otx.api.utils.argument_checks) check_parent_processes_alive() (otx.cli.utils.multi_gpu.MultiGPUManager static method) check_that_all_characters_printable() (in module otx.api.utils.argument_checks) check_that_file_exists() (in module otx.api.utils.argument_checks) check_that_null_character_absents_in_string() (in module otx.api.utils.argument_checks) check_that_parameter_is_not_empty() (in module otx.api.utils.argument_checks) check_workspace() (otx.cli.manager.ConfigManager method) CheckpointHookWithValResults (class in otx.algorithms.common.adapters.mmcv) ClampV0 (class in otx.core.ov.ops) classes (otx.api.entities.model_template.DatasetRequirements attribute) ClassificationConfig (class in otx.algorithms.classification.configs) ClassificationDatasetAdapter (class in otx.core.data.adapter.classification_dataset_adapter) ClassificationOpenVINOTask (class in otx.algorithms.classification.adapters.openvino) ClassificationToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) clean_up() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask static method) (otx.core.ov.graph.Graph method) (otx.core.ov.models.OVModel static method) cleanup() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) clear_topological_cache() (otx.api.entities.label_schema.LabelTree method) CliException clip_gradients() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) clip_to_visible_region() (otx.api.entities.shapes.rectangle.Rectangle method) close_telemetry_session() (in module otx.cli.utils.telemetry) collate_dn_queries() (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) collate_fn() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms) Color (class in otx.api.entities.color) color (otx.api.entities.label.LabelEntity property) (otx.api.entities.scored_label.ScoredLabel property) ColorEntity (class in otx.api.entities.color) ColorMapper (class in otx.api.serialization.label_mapper) ColorPalette (class in otx.api.entities.metrics) column_labels (otx.api.entities.metrics.MatrixMetric property) ComposedDL (class in otx.algorithms.common.adapters.torch.dataloaders) ComposedDL.DummySampler (class in otx.algorithms.common.adapters.torch.dataloaders) CompressionHook (class in otx.algorithms.common.adapters.mmcv) compute_accuracy() (otx.api.usecases.evaluation.MetricsHelper static method) compute_anomaly_detection_scores() (otx.api.usecases.evaluation.MetricsHelper static method) compute_anomaly_segmentation_scores() (otx.api.usecases.evaluation.MetricsHelper static method) compute_dice_averaged_over_pixels() (otx.api.usecases.evaluation.MetricsHelper static method) compute_dice_using_intersection_and_cardinality() (otx.api.usecases.evaluation.DiceAverage class method) compute_f_measure() (otx.api.usecases.evaluation.MetricsHelper static method) computes_representations() (otx.api.entities.model_template.ModelTemplate method) computes_uncertainty_score() (otx.api.entities.model_template.ModelTemplate method) ConcatV0 (class in otx.core.ov.ops) config (otx.algorithms.common.tasks.base_task.OTXTask property) config_logger() (in module otx.utils.logger) config_to_bytes() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) ConfigManager (class in otx.cli.manager) ConfigurableEnum (class in otx.api.configuration) ConfigurableParameters (class in otx.api.configuration) configuration (otx.api.entities.model.ModelEntity property) configure_data_config() (otx.cli.manager.ConfigManager method) configure_dataset() (in module otx.cli.utils.config)

configure_optimizers() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) configure_recipe() (otx.algorithms.common.adapters.mmcv.LossDynamicsTrackingHook class method) configure_template() (otx.cli.manager.ConfigManager method) ConfigValueError ConstantScalarScheduler (class in otx.algorithms.segmentation.adapters.mmseg) ConstantV0 (class in otx.core.ov.ops) contains_anomalous_images() (in module otx.api.utils.dataset_utils) contains_any() (otx.api.entities.annotation.AnnotationSceneEntity method) contains_center() (otx.api.entities.shapes.shape.Shape method) (otx.api.entities.shapes.shape.ShapeEntity method) Conv2d_BN (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) convert() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) convert_action_cls_dataset_to_datumaro() (in module otx.algorithms.action.utils.convert_public_data_to_cvat) convert_ava_dataset_to_datumaro() (in module otx.algorithms.action.utils.convert_public_data_to_cvat) convert_bbox_to_ellipse() (in module otx.api.usecases.exportable_code.prediction_to_annotation_converter) convert_model() (in module otx.core.ov.omz_wrapper) convert_ov_type() (otx.core.ov.ops.ConvertV0 static method) convert_polygon_to_mask() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) convert_sync_batchnorm() (in module otx.algorithms.common.adapters.torch.utils) convert_to_annotation() (otx.api.usecases.exportable_code.prediction_to_annotation_converter.AnomalyClassificationToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.AnomalyDetectionToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.AnomalySegmentationToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.ClassificationToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.DetectionBoxToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.DetectionToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.IPredictionToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.MaskToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.RotatedRectToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.SegmentationToAnnotationConverter method) (otx.api.usecases.exportable_code.prediction_to_annotation_converter.VisualPromptingToAnnotationConverter method) convert_torch_type() (otx.core.ov.ops.ConvertV0 static method) ConvertV0 (class in otx.core.ov.ops) ConvLayer (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) ConvolutionV1 (class in otx.core.ov.ops) Coordinate (class in otx.api.entities.coordinate) copy_weight() (otx.cli.utils.hpo.TaskManager method) CountMetric (class in otx.api.entities.metrics) CpuUsageRecorder (class in otx.cli.utils.experiment) create() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) (otx.core.data.caching.MemCacheHandlerSingleton class method) create_annotation_from_segmentation_map() (in module otx.api.utils.segmentation_utils) create_converter() (in module otx.api.usecases.exportable_code.prediction_to_annotation_converter) create_detection_annotation_from_anomaly_heatmap() (in module otx.api.utils.anomaly_utils) create_detection_shapes() (in module otx.algorithms.detection.utils) create_hard_prediction_from_soft_prediction() (in module otx.api.utils.segmentation_utils) create_mask_shapes() (in module otx.algorithms.detection.utils) create_output_converter() (in module otx.api.usecases.exportable_code.demo.demo_package) create_pseudo_masks() (otx.core.data.adapter.segmentation_dataset_adapter.SelfSLSegmentationDatasetAdapter method) create_task() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) create_task_environment() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) create_visualizer() (in module otx.api.usecases.exportable_code.demo.demo_package) creation_date (otx.api.entities.annotation.AnnotationSceneEntity property) (otx.api.entities.label.LabelEntity property) (otx.api.entities.model.ModelEntity property) (otx.api.entities.resultset.ResultSetEntity property) (otx.api.entities.scored_label.ScoredLabel property) crop() (otx.api.usecases.exportable_code.demo.demo_package.ChainExecutor static method) crop_numpy_array() (otx.api.entities.shapes.rectangle.Rectangle method) crop_tile() (otx.api.utils.tiler.Tiler method) CrossDatasetDetectorHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CrossEntropyLossWithIgnore (class in otx.algorithms.segmentation.adapters.mmseg) CrossSigmoidFocalLoss (class in otx.algorithms.detection.adapters.mmdet.models.losses) CurveMetric (class in otx.api.entities.metrics) CustomATSS (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomATSSHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomATSSHeadTrackingLossDynamics (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomDeformableDETR (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomDINO (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomDINOHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomDINOTransformer (class in otx.algorithms.detection.adapters.mmdet.models.layers) CustomEvalHook (class in otx.algorithms.common.adapters.mmcv) CustomFCNMaskHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomLiteDINO (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomMaskRCNN (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomMaskRCNNTileOptimized (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomMaxIoUAssigner (class in otx.algorithms.detection.adapters.mmdet.models.assigners) CustomRetinaHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomRoIHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomRPNHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomSingleStageDetector (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomSSDHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomTwoStageDetector (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomVFNet (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomVFNetHead (class in otx.algorithms.detection.adapters.mmdet.models.heads) CustomYOLOX (class in otx.algorithms.detection.adapters.mmdet.models.detectors) CustomYOLOXHead (class in otx.algorithms.detection.adapters.mmdet.models.heads)

D

data (otx.api.entities.model_template.HyperParameterData property) (otx.api.usecases.adapters.model_adapter.IDataSource property) (otx.api.usecases.adapters.model_adapter.ModelAdapter property) data_config_file_path (otx.cli.manager.ConfigManager property) data_config_to_str() (in module otx.cli.utils.report) data_source (otx.api.usecases.adapters.model_adapter.ModelAdapter property) DatasetEntity (class in otx.api.entities.datasets) DatasetItemEntity (class in otx.api.entities.dataset_item) DatasetItemEntityWithID (class in otx.api.entities.dataset_item) DatasetIterator (class in otx.api.entities.datasets) DatasetManager (class in otx.core.data.manager.dataset_manager) DatasetParamTypeCheck (class in otx.api.utils.argument_checks) DatasetPurpose (class in otx.api.entities.datasets) DatasetRequirements (class in otx.api.entities.model_template) DateMetric (class in otx.api.entities.metrics) DatetimeMapper (class in otx.api.serialization.datetime_mapper) datum_media_2_otx_media() (otx.core.data.adapter.base_dataset_adapter.BaseDatasetAdapter static method) decode_proto_network() (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) Decoder (class in otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models) default_progress_callback() (in module otx.api.entities.explain_parameters) (in module otx.api.entities.inference_parameters) (in module otx.api.entities.optimization_parameters) (in module otx.api.entities.train_parameters) default_save_model_callback() (in module otx.api.entities.optimization_parameters) (in module otx.api.entities.train_parameters) DefaultModelParameters (class in otx.api.configuration) delete() (otx.core.data.caching.MemCacheHandlerSingleton class method) delete_data() (otx.api.entities.model.ModelEntity method) denormalize_wrt_roi_shape() (otx.api.entities.shapes.ellipse.Ellipse method) (otx.api.entities.shapes.polygon.Point method) (otx.api.entities.shapes.polygon.Polygon method) (otx.api.entities.shapes.rectangle.Rectangle method) (otx.api.entities.shapes.shape.ShapeEntity method) Dependency (class in otx.api.entities.model_template) deploy() (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask method) (otx.api.usecases.tasks.interfaces.deployment_interface.IDeploymentTask method) descendants() (otx.api.entities.graph.Graph method) description (otx.api.configuration.DefaultModelParameters attribute) destination (otx.api.entities.model_template.Dependency attribute) DetConB (class in otx.algorithms.segmentation.adapters.mmseg) DetConLoss (class in otx.algorithms.segmentation.adapters.mmseg) detection2array() (in module otx.api.utils.detection_utils)

detection2tuple() (otx.api.utils.tiler.Tiler static method) DetectionBoxToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) DetectionConfig (class in otx.algorithms.detection.configs.base) DetectionDatasetAdapter (class in otx.core.data.adapter.detection_dataset_adapter) DetectionOutputV0 (class in otx.core.ov.ops) DetectionToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) DETRHeadExtension (class in otx.algorithms.detection.adapters.mmdet.models.heads) diagonal (otx.api.entities.shapes.rectangle.Rectangle property) dice_per_label (otx.api.usecases.evaluation.DiceAverage property) DiceAverage (class in otx.api.usecases.evaluation) DINOTransformerDecoder (class in otx.algorithms.detection.adapters.mmdet.models.layers) DirectoryPathCheck (class in otx.api.utils.argument_checks) DirReader (class in otx.cli.tools.utils.demo.images_capture) DirStreamer (class in otx.api.usecases.exportable_code.streamer) DivideV1 (class in otx.core.ov.ops) Domain (class in otx.api.entities.label) domain (otx.api.entities.label.LabelEntity property) (otx.api.entities.model_template.TaskInfo attribute) (otx.api.entities.scored_label.ScoredLabel property) download_model() (in module otx.core.ov.omz_wrapper) DraemAnomalyBaseConfig (class in otx.algorithms.anomaly.configs.base) DraemAnomalyBaseConfig.LearningParameters (class in otx.algorithms.anomaly.configs.base) DraemAnomalyBaseConfig.LearningParameters.EarlyStoppingParameters (class in otx.algorithms.anomaly.configs.base) DraemAnomalyClassificationConfig (class in otx.algorithms.anomaly.configs.classification.draem) DraemAnomalyDetectionConfig (class in otx.algorithms.anomaly.configs.detection.draem) DraemAnomalySegmentationConfig (class in otx.algorithms.anomaly.configs.segmentation.draem) draw() (otx.api.usecases.exportable_code.visualizers.AnomalyVisualizer method) (otx.api.usecases.exportable_code.visualizers.IVisualizer method) (otx.api.usecases.exportable_code.visualizers.Visualizer method) (otx.api.utils.shape_drawer.DrawerEntity method) (otx.api.utils.shape_drawer.ShapeDrawer method) (otx.api.utils.shape_drawer.ShapeDrawer.EllipseDrawer method) (otx.api.utils.shape_drawer.ShapeDrawer.PolygonDrawer method) (otx.api.utils.shape_drawer.ShapeDrawer.RectangleDrawer method) (otx.api.utils.shape_drawer.ShapeDrawer.TopLeftDrawer method) draw_annotation_count() (otx.api.utils.shape_drawer.ShapeDrawer.TopLeftDrawer method) draw_bounding_boxes() (in module otx.cli.tools.utils.demo.visualization) draw_flagpole() (otx.api.utils.shape_drawer.Helpers static method) draw_labels() (otx.api.utils.shape_drawer.ShapeDrawer.TopLeftDrawer method) draw_masks() (in module otx.cli.tools.utils.demo.visualization) draw_predictions() (in module otx.cli.tools.utils.demo.visualization) draw_transparent_rectangle() (otx.api.utils.shape_drawer.Helpers static method) DrawerEntity (class in otx.api.utils.shape_drawer) DropPath (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) dump_frames() (in module otx.api.utils.vis_utils) DurationMetric (class in otx.api.entities.metrics)

E

EarlyStoppingHook (class in otx.algorithms.common.adapters.mmcv) edges (otx.api.entities.graph.Graph property) (otx.api.entities.interfaces.graph_interface.IGraph property) editor_name (otx.api.entities.annotation.AnnotationSceneEntity property) EfficientTransformerEncoder (class in otx.algorithms.detection.adapters.mmdet.models.layers) EfficientTransformerLayer (class in otx.algorithms.detection.adapters.mmdet.models.layers) EinsumV7 (class in otx.core.ov.ops) Ellipse (class in otx.api.entities.shapes.ellipse) EluV0 (class in otx.core.ov.ops) EMAMomentumUpdateHook (class in otx.algorithms.common.adapters.mmcv) embed_ir_model_data() (in module otx.algorithms.common.utils) enable_async_inference (otx.api.entities.inference_parameters.InferenceParameters attribute) enable_unlabeled_loss() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) encode_decode() (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) encryption_key (otx.cli.manager.ConfigManager property) enqueue_prediction() (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationInferencer method) EnsureCorrectBestCheckpointHook (class in otx.algorithms.common.adapters.mmcv) EntryPoints (class in otx.api.entities.model_template) env_info_to_str() (in module otx.cli.utils.report) environment (otx.cli.utils.hpo.TaskEnvironmentManager property) EpochRunnerWithCancel (class in otx.algorithms.common.adapters.mmcv) evaluate() (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask static method) (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.detection.adapters.mmdet.OTXDetDataset method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask method) (otx.api.usecases.tasks.interfaces.evaluate_interface.IEvaluationTask method) EVALUATION (otx.api.entities.annotation.AnnotationSceneKind attribute)

expand_reference_info() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) explain() (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.api.usecases.tasks.interfaces.explain_interface.IExplainTask method) explain_predicted_classes (otx.api.entities.explain_parameters.ExplainParameters attribute) (otx.api.entities.inference_parameters.InferenceParameters attribute) explainer (otx.api.entities.explain_parameters.ExplainParameters attribute) (otx.api.entities.inference_parameters.InferenceParameters attribute) ExplainParameters (class in otx.api.entities.explain_parameters) export() (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) (otx.api.usecases.tasks.interfaces.export_interface.IExportTask method) (otx.core.data.noisy_label_detection.LossDynamicsTracker method) export_dataset() (otx.core.data.manager.dataset_manager.DatasetManager static method) export_nncf() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) exportable_code (otx.api.entities.model.ModelEntity property) exportable_code_adapter (otx.api.entities.model.ModelEntity property) ExportableCodeAdapter (class in otx.api.usecases.adapters.model_adapter) ExportableCodePaths (class in otx.api.entities.model_template) ExportType (class in otx.api.usecases.tasks.interfaces.export_interface) ExpV0 (class in otx.core.ov.ops) extra_repr() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.BasicLayer method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViTBlock method) extract_feat() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomYOLOX method) (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.segmentation.adapters.mmseg.DetConB method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method)

F

f_measure (otx.api.usecases.evaluation.FMeasure property) f_measure_per_confidence (otx.api.usecases.evaluation.FMeasure property) f_measure_per_label (otx.api.usecases.evaluation.FMeasure property) f_measure_per_nms (otx.api.usecases.evaluation.FMeasure property) features (otx.core.ov.models.OVModel property) FileNotExistError FilePathCheck (class in otx.api.utils.argument_checks) filter() (otx.cli.registry.Registry method) filter_tiles_by_objectness() (otx.api.utils.tiler.Tiler method) finalize() (otx.cli.utils.multi_gpu.MultiGPUManager method) find_and_parse_model_template() (in module otx.cli.registry) find_big_enough_batch_size() (otx.algorithms.common.adapters.torch.utils.BsSearchAlgo method) find_cliques() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) find_in_edges() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) find_label_by_name() (in module otx.algorithms.action.utils.data) find_out_edges() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) flatten_config_values() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) FloatMetadata (class in otx.api.entities.metadata) FloatType (class in otx.api.entities.metadata) FMeasure (class in otx.api.usecases.evaluation) format_list_to_str() (in module otx.algorithms.detection.utils) forward() (otx.algorithms.detection.adapters.mmdet.models.backbones.MMOVBackbone method) (otx.algorithms.detection.adapters.mmdet.models.dense_heads.MMOVSSDHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomSSDHead method) (otx.algorithms.detection.adapters.mmdet.models.layers.CustomDINOTransformer method) (otx.algorithms.detection.adapters.mmdet.models.layers.DINOTransformerDecoder method) (otx.algorithms.detection.adapters.mmdet.models.layers.EfficientTransformerEncoder method) (otx.algorithms.detection.adapters.mmdet.models.layers.EfficientTransformerLayer method) (otx.algorithms.detection.adapters.mmdet.models.layers.SmallExpandFFN method) (otx.algorithms.detection.adapters.mmdet.models.losses.CrossSigmoidFocalLoss method) (otx.algorithms.detection.adapters.mmdet.models.losses.L2SPLoss method) (otx.algorithms.detection.adapters.mmdet.models.losses.OrdinaryFocalLoss method) (otx.algorithms.detection.adapters.mmdet.models.roi_heads.bbox_heads.MMOVBBoxHead method) (otx.algorithms.detection.adapters.mmdet.models.roi_heads.mask_heads.MMOVMaskHead method) (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) (otx.algorithms.segmentation.adapters.mmseg.CrossEntropyLossWithIgnore method) (otx.algorithms.segmentation.adapters.mmseg.DetConB method) (otx.algorithms.segmentation.adapters.mmseg.DetConLoss method) (otx.algorithms.segmentation.adapters.mmseg.LiteHRNet method) (otx.algorithms.segmentation.adapters.mmseg.MMOVBackbone method) (otx.algorithms.segmentation.adapters.mmseg.MMOVDecodeHead method) (otx.algorithms.segmentation.adapters.mmseg.SelfSLMLP method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.Attention method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.BasicLayer method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.ConvLayer method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.LayerNorm2d method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.MBConv method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.Mlp method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.PatchEmbed method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.PatchMerging method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViT method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViTBlock method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit.Attention method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit.Block method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit.PatchEmbed method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit.ViT method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.Attention method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.MLP method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.SAMMaskDecoder method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.TwoWayAttentionBlock method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.TwoWayTransformer method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder.PositionEmbeddingRandom method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder.SAMPromptEncoder method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.layer_norm.LayerNorm2d method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.mlp_block.MLPBlock method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.PromptGetter method) (otx.api.serialization.datetime_mapper.DatetimeMapper static method) (otx.api.serialization.id_mapper.IDMapper static method) (otx.api.serialization.label_mapper.ColorMapper static method) (otx.api.serialization.label_mapper.LabelGroupMapper static method) (otx.api.serialization.label_mapper.LabelMapper static method) (otx.api.serialization.label_mapper.LabelSchemaMapper static method) (otx.api.serialization.label_mapper.LabelTreeMapper static method) (otx.core.ov.models.MMOVModel method) (otx.core.ov.models.OVModel method) (otx.core.ov.ops.AddV1 method) (otx.core.ov.ops.AvgPoolV1 method) (otx.core.ov.ops.BatchNormalizationV0 method) (otx.core.ov.ops.BroadcastV3 method) (otx.core.ov.ops.ClampV0 method) (otx.core.ov.ops.ConcatV0 method) (otx.core.ov.ops.ConstantV0 method) (otx.core.ov.ops.ConvertV0 method) (otx.core.ov.ops.ConvolutionV1 method) (otx.core.ov.ops.DetectionOutputV0 method) (otx.core.ov.ops.DivideV1 method) (otx.core.ov.ops.EinsumV7 method) (otx.core.ov.ops.EluV0 method) (otx.core.ov.ops.ExpV0 method) (otx.core.ov.ops.GatherV0 method) (otx.core.ov.ops.GatherV1 method) (otx.core.ov.ops.GeluV7 method) (otx.core.ov.ops.GroupConvolutionV1 method) (otx.core.ov.ops.HardSigmoidV0 method) (otx.core.ov.ops.HSigmoidV5 method) (otx.core.ov.ops.HSwishV4 method) (otx.core.ov.ops.InterpolateV4 method) (otx.core.ov.ops.LocalResponseNormalizationV0 method) (otx.core.ov.ops.MatMulV0 method) (otx.core.ov.ops.MaxPoolV0 method) (otx.core.ov.ops.MishV4 method) (otx.core.ov.ops.MultiplyV1 method) (otx.core.ov.ops.MVNV6 method) (otx.core.ov.ops.NonMaxSuppressionV5 method) (otx.core.ov.ops.NonMaxSuppressionV9 method) (otx.core.ov.ops.NormalizeL2V0 method) (otx.core.ov.ops.PadV1 method) (otx.core.ov.ops.ParameterV0 method) (otx.core.ov.ops.PReluV0 method) (otx.core.ov.ops.PriorBoxClusteredV0 method) (otx.core.ov.ops.PriorBoxV0 method) (otx.core.ov.ops.ProposalV4 method) (otx.core.ov.ops.RangeV4 method) (otx.core.ov.ops.ReduceMeanV1 method) (otx.core.ov.ops.ReduceMinV1 method) (otx.core.ov.ops.ReduceProdV1 method) (otx.core.ov.ops.ReduceSumV1 method) (otx.core.ov.ops.RegionYoloV0 method) (otx.core.ov.ops.ReluV0 method) (otx.core.ov.ops.ReshapeV1 method) (otx.core.ov.ops.ResultV0 method) (otx.core.ov.ops.ROIPoolingV0 method) (otx.core.ov.ops.ScatterNDUpdateV3 method) (otx.core.ov.ops.ScatterUpdateV3 method) (otx.core.ov.ops.SeluV0 method) (otx.core.ov.ops.ShapeOfV0 method) (otx.core.ov.ops.ShapeOfV3 method) (otx.core.ov.ops.ShuffleChannelsV0 method) (otx.core.ov.ops.SigmoidV0 method) (otx.core.ov.ops.SoftMaxV0 method) (otx.core.ov.ops.SoftMaxV1 method) (otx.core.ov.ops.SplitV1 method) (otx.core.ov.ops.SqueezeV0 method) (otx.core.ov.ops.StridedSliceV1 method) (otx.core.ov.ops.SubtractV1 method) (otx.core.ov.ops.SwishV4 method) (otx.core.ov.ops.TanhV0 method) (otx.core.ov.ops.TanV0 method) (otx.core.ov.ops.TileV0 method) (otx.core.ov.ops.TopKV3 method) (otx.core.ov.ops.TransposeV1 method) (otx.core.ov.ops.UnsqueezeV0 method) (otx.core.ov.ops.VariadicSplitV1 method)

forward_context() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) forward_decoder() (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) forward_dummy() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) forward_features() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViT method) forward_ffn() (otx.algorithms.detection.adapters.mmdet.models.layers.SmallExpandFFN method) forward_image_encoder() (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method) forward_single() (otx.algorithms.detection.adapters.mmdet.models.dense_heads.MMOVRPNHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomRPNHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomYOLOXHead method) forward_teacher() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) forward_train() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomMaskRCNNTileOptimized method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomSingleStageDetector method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomTwoStageDetector method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomVFNet method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomYOLOX method) (otx.algorithms.detection.adapters.mmdet.models.detectors.L2SPDetectorMixin method) (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) (otx.algorithms.segmentation.adapters.mmseg.DetConB method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) (otx.algorithms.segmentation.adapters.mmseg.SupConDetConB method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) forward_transformer() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) forward_with_coords() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder.PositionEmbeddingRandom method) Fp16SAMOptimizerHook (class in otx.algorithms.common.adapters.mmcv) fps() (otx.api.usecases.exportable_code.streamer.BaseStreamer method) (otx.api.usecases.exportable_code.streamer.VideoStreamer method) (otx.cli.tools.utils.demo.images_capture.CameraCapWrapper method) (otx.cli.tools.utils.demo.images_capture.DirReader method) (otx.cli.tools.utils.demo.images_capture.ImagesCapture method) (otx.cli.tools.utils.demo.images_capture.ImreadWrapper method) (otx.cli.tools.utils.demo.images_capture.VideoCapWrapper method) fps_throughput (otx.api.entities.model.ModelEntity property) freeze_networks() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) from_file_storage (otx.api.usecases.adapters.model_adapter.ModelAdapter property) from_hex_str() (otx.api.entities.color.Color class method) (otx.api.entities.color.ColorEntity class method) from_labels() (otx.api.entities.label_schema.LabelSchemaEntity class method) from_ov() (otx.core.ov.graph.Graph static method) (otx.core.ov.ops.ConstantV0 class method) (otx.core.ov.ops.Operation class method) (otx.core.ov.ops.ParameterV0 class method) from_seconds() (otx.api.entities.metrics.DurationMetric static method) fuse() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.Conv2d_BN method)

G

GatherV0 (class in otx.core.ov.ops) GatherV1 (class in otx.core.ov.ops) GeluV7 (class in otx.core.ov.ops) gen_base_anchors() (otx.algorithms.detection.adapters.mmdet.models.heads.SSDAnchorGeneratorClustered method) gen_param_help() (in module otx.cli.utils.parser) gen_params_dict_from_args() (in module otx.cli.utils.parser) gen_single_level_base_anchors() (otx.algorithms.detection.adapters.mmdet.models.heads.SSDAnchorGeneratorClustered method) generate_backbone_rows() (in module otx.cli.tools.find) generate_bbox() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) generate_bbox_from_mask() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) generate_default_cvat_xml_fields() (in module otx.algorithms.action.utils.convert_public_data_to_cvat) generate_dn_bbox_query() (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) generate_dn_label_query() (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) generate_dn_mask() (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) generate_draw_command_for_labels() (otx.api.utils.shape_drawer.Helpers method) generate_draw_command_for_text() (otx.api.utils.shape_drawer.Helpers method) generate_full_box() (otx.api.entities.shapes.rectangle.Rectangle class method) generate_label_schema() (in module otx.algorithms.detection.utils) generate_pseudo_labels() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) generate_text_for_label() (otx.api.utils.shape_drawer.Helpers static method) generate_text_scale() (otx.api.utils.shape_drawer.Helpers method) GeometryException get() (otx.cli.registry.Registry method) (otx.core.data.caching.MemCacheHandlerSingleton class method) (otx.core.ov.registry.Registry method) get_activation_map() (in module otx.algorithms.segmentation.utils) get_actmap() (in module otx.api.utils.vis_utils) get_ancestors() (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.label_schema.LabelTree method) get_anchor_boxes() (in module otx.algorithms.detection.utils) get_ann_info() (otx.algorithms.detection.adapters.mmdet.OTXDetDataset method) get_annotations() (otx.api.entities.dataset_item.DatasetItemEntity method) get_anomalib_config() (in module otx.algorithms.anomaly.adapters.anomalib.config) get_area() (otx.api.entities.shapes.ellipse.Ellipse method) (otx.api.entities.shapes.polygon.Polygon method) (otx.api.entities.shapes.rectangle.Rectangle method) (otx.api.entities.shapes.shape.Shape method) (otx.api.entities.shapes.shape.ShapeEntity method) get_arg_spec() (in module otx.algorithms.common.utils) get_args() (in module otx.cli.tools.build) (in module otx.cli.tools.demo) (in module otx.cli.tools.deploy) (in module otx.cli.tools.eval) (in module otx.cli.tools.explain) (in module otx.cli.tools.export) (in module otx.cli.tools.optimize) (in module otx.cli.tools.train) get_atss_targets() (otx.algorithms.detection.adapters.mmdet.models.heads.CrossDatasetDetectorHead method) get_backbone_list() (in module otx.cli.utils.importing) get_backbone_registry() (in module otx.cli.utils.importing) get_backbones() (otx.cli.registry.Registry method) get_bases() (in module otx.api.utils.argument_checks) get_batch_size_name() (otx.cli.utils.hpo.TaskEnvironmentManager method) (otx.cli.utils.hpo.TaskManager method) get_best_config() (otx.hpo.HyperBand method) get_best_hpo_weight() (in module otx.cli.utils.hpo) get_by_name() (otx.core.ov.ops.OperationRegistry method) get_by_type_version() (otx.core.ov.ops.OperationRegistry method) get_cfg_based_on_device() (in module otx.algorithms.common.utils) get_children() (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.label_schema.LabelTree method) get_class_info() (otx.api.configuration.ConfigurableEnum class method) get_cls_deploy_config() (in module otx.algorithms.classification.utils) get_cls_img_indices() (in module otx.algorithms.common.utils) get_cls_inferencer_configuration() (in module otx.algorithms.classification.utils) get_cls_model_api_configuration() (in module otx.algorithms.classification.utils) get_combined_subset() (otx.api.entities.datasets.DatasetEntity method) get_config() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) get_data() (otx.api.entities.model.ModelEntity method) get_data_format() (otx.core.data.manager.dataset_manager.DatasetManager static method) get_dataclass() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) get_dataset_adapter() (in module otx.core.data.adapter) get_dataset_config() (otx.cli.manager.ConfigManager method) get_default_async_reqs_num() (in module otx.algorithms.common.utils) get_dense_pe() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder.SAMPromptEncoder method) get_descendants() (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.label_schema.LabelTree method) get_det_model_api_configuration() (in module otx.algorithms.detection.utils) get_device_stats() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator method) get_dict_type_hyper_parameter() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_distributed_tensors() (otx.algorithms.segmentation.adapters.mmseg.DetConLoss method) get_dn_targets() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) get_duration_string() (otx.api.entities.metrics.DurationMetric method) get_edge_data() (otx.core.ov.graph.Graph method) get_empty_label() (in module otx.api.utils.labels_utils) get_epoch_name() (otx.cli.utils.hpo.TaskManager method) get_evenly_distributed_ellipse_coordinates() (otx.api.entities.shapes.ellipse.Ellipse method) get_exclusive_groups() (otx.api.entities.label_schema.LabelSchemaEntity method) get_explain_dataset_from_filelist() (in module otx.cli.utils.io) get_fcos_targets() (otx.algorithms.detection.adapters.mmdet.models.heads.CrossDatasetDetectorHead method) get_fully_annotated_idx() (in module otx.api.utils.dataset_utils) get_global_subset() (in module otx.api.utils.dataset_utils) get_gpu_ids() (in module otx.cli.utils.multi_gpu) get_graph() (otx.api.entities.graph.Graph method) get_group_containing_label() (otx.api.entities.label_schema.LabelSchemaEntity method) get_groups() (otx.api.entities.label_schema.LabelSchemaEntity method) get_hierarchical_label_list() (in module otx.algorithms.classification.utils) get_hyparams_config() (otx.cli.manager.ConfigManager method) get_hyper_parameters() (otx.api.entities.task_environment.TaskEnvironment method) get_image() (in module otx.algorithms.common.utils) get_image_files() (in module otx.cli.utils.io) get_image_path() (otx.core.data.manager.dataset_manager.DatasetManager static method) get_impl_class() (in module otx.api.utils.importing) (in module otx.cli.utils.importing) get_inferencer_class() (in module otx.api.usecases.exportable_code.demo.demo) get_inferior_trials() (otx.hpo.HyperBand method) get_input_names_list() (in module otx.api.utils.vis_utils) get_intersections_and_cardinalities() (in module otx.api.usecases.evaluation) get_label() (otx.api.entities.scored_label.ScoredLabel method) get_label_group_by_name() (otx.api.entities.label_schema.LabelSchemaEntity method) get_label_ids() (otx.api.entities.annotation.Annotation method) (otx.api.entities.annotation.AnnotationSceneEntity method) (otx.api.entities.label_schema.LabelSchemaEntity method) get_label_schema() (in module otx.algorithms.classification.tools.classification_sample) (otx.api.entities.model.ModelConfiguration method) (otx.core.data.adapter.base_dataset_adapter.BaseDatasetAdapter method) (otx.core.data.adapter.classification_dataset_adapter.ClassificationDatasetAdapter method)

get_labels() (otx.api.entities.annotation.Annotation method) (otx.api.entities.annotation.AnnotationSceneEntity method) (otx.api.entities.datasets.DatasetEntity method) (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.task_environment.TaskEnvironment method) get_labels_exclusive_to() (otx.api.entities.label_schema.LabelSchemaEntity method) get_labels_in_topological_order() (otx.api.entities.label_schema.LabelTree method) get_latest_weight() (otx.cli.utils.hpo.TaskManager method) get_local_subset() (in module otx.api.utils.dataset_utils) get_log_dir() (in module otx.utils.logger) get_lr() (otx.algorithms.common.adapters.mmcv.ReduceLROnPlateauLrUpdaterHook method) get_max_epoch() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_metadata() (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.api.entities.dataset_item.DatasetItemEntity method) get_metadata_by_name_and_model() (otx.api.entities.dataset_item.DatasetItemEntity method) get_model_configuration() (in module otx.core.ov.omz_wrapper) (otx.api.entities.task_environment.TaskEnvironment method) get_model_template() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_model_template_path() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_module_args() (in module otx.cli.utils.importing) get_multihead_class_info() (in module otx.algorithms.classification.utils) get_names() (otx.api.configuration.ConfigurableEnum class method) get_new_model_entity() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_next_sample() (otx.hpo.HyperBand method) get_nncf_metadata() (in module otx.algorithms.common.adapters.nncf) get_nncf_version() (in module otx.algorithms.common.adapters.nncf) get_nodes_by_type_pattern() (otx.core.ov.graph.Graph method) get_nodes_by_types() (otx.core.ov.graph.Graph method) get_num_groups() (otx.algorithms.detection.adapters.mmdet.models.layers.CdnQueryGenerator method) get_number_of_fakequantizers_in_xml() (in module otx.cli.utils.nncf) get_old_new_img_indices() (in module otx.algorithms.common.utils) get_omz_model() (in module otx.core.ov.omz_wrapper) get_op_name() (in module otx.core.ov.utils) get_openvino_model() (otx.algorithms.anomaly.tasks.OpenVINOTask method) get_otx_cli_ascii_banner() (in module otx.cli.utils.report) get_otx_dataset() (otx.core.data.adapter.action_dataset_adapter.ActionBaseDatasetAdapter method) (otx.core.data.adapter.action_dataset_adapter.ActionClassificationDatasetAdapter method) (otx.core.data.adapter.action_dataset_adapter.ActionDetectionDatasetAdapter method) (otx.core.data.adapter.anomaly_dataset_adapter.AnomalyBaseDatasetAdapter method) (otx.core.data.adapter.anomaly_dataset_adapter.AnomalyClassificationDatasetAdapter method) (otx.core.data.adapter.anomaly_dataset_adapter.AnomalyDetectionDatasetAdapter method) (otx.core.data.adapter.anomaly_dataset_adapter.AnomalySegmentationDatasetAdapter method) (otx.core.data.adapter.base_dataset_adapter.BaseDatasetAdapter method) (otx.core.data.adapter.classification_dataset_adapter.ClassificationDatasetAdapter method) (otx.core.data.adapter.classification_dataset_adapter.SelfSLClassificationDatasetAdapter method) (otx.core.data.adapter.detection_dataset_adapter.DetectionDatasetAdapter method) (otx.core.data.adapter.segmentation_dataset_adapter.SegmentationDatasetAdapter method) (otx.core.data.adapter.visual_prompting_dataset_adapter.VisualPromptingDatasetAdapter method) get_otx_report() (in module otx.cli.utils.report) get_otx_root_path() (in module otx.cli.utils.importing) get_override_param() (in module otx.cli.utils.parser) get_parallel_devices() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator static method) get_parameter_repr() (in module otx.api.utils.argument_checks) get_parent() (otx.api.entities.label_schema.LabelSchemaEntity method) (otx.api.entities.label_schema.LabelTree method) get_parser_and_hprams_data() (in module otx.cli.utils.parser) get_performance() (otx.api.usecases.evaluation.Accuracy method) (otx.api.usecases.evaluation.DiceAverage method) (otx.api.usecases.evaluation.FMeasure method) get_predictions() (in module otx.cli.tools.demo) get_prepadded_size() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) get_preprocess_shape() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms.ResizeLongestSide static method) get_progress() (otx.api.usecases.reporting.TimeMonitorCallback method) (otx.hpo.HyperBand method) get_prompt_candidates() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.PromptGetter method) get_prompts() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataset static method) get_rel_pos() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) get_result() (otx.api.utils.async_pipeline.OTXDetectionAsyncPipeline method) get_roi_labels() (otx.api.entities.dataset_item.DatasetItemEntity method) get_saliency_map() (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) get_scaled_seg_masks() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomFCNMaskHead method) get_seg_masks() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomFCNMaskHead method) get_seg_model_api_configuration() (in module otx.algorithms.segmentation.utils) get_shapes_labels() (otx.api.entities.dataset_item.DatasetItemEntity method) get_siblings() (otx.api.entities.label_schema.LabelTree method) get_siblings_in_group() (otx.api.entities.label_schema.LabelSchemaEntity method) get_sizes_from_dataset_entity() (in module otx.algorithms.detection.utils) get_streamer() (in module otx.api.usecases.exportable_code.streamer) get_subcontours() (in module otx.api.utils.segmentation_utils) get_subset() (otx.api.entities.datasets.DatasetEntity method) (otx.cli.utils.hpo.HpoDataset method) get_targets() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHeadTrackingLossDynamics method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomVFNetHead method) get_task() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_task_class() (in module otx.algorithms.common.utils) get_tiling_saliency_map_from_segm_masks() (otx.api.utils.tiler.Tiler method) get_time_remaining() (otx.api.utils.time_utils.TimeEstimator method) get_torch_pad_dim() (otx.core.ov.ops.PadV1 static method) get_torch_pad_mode() (otx.core.ov.ops.PadV1 static method) get_train_dataset() (otx.core.data.manager.dataset_manager.DatasetManager static method) get_train_task() (otx.cli.utils.hpo.TaskEnvironmentManager method) get_transform() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) get_type() (otx.api.usecases.exportable_code.streamer.BaseStreamer method) (otx.api.usecases.exportable_code.streamer.CameraStreamer method) (otx.api.usecases.exportable_code.streamer.DirStreamer method) (otx.api.usecases.exportable_code.streamer.ImageStreamer method) (otx.api.usecases.exportable_code.streamer.ThreadedStreamer method) (otx.api.usecases.exportable_code.streamer.VideoStreamer method) (otx.cli.tools.utils.demo.images_capture.CameraCapWrapper method) (otx.cli.tools.utils.demo.images_capture.DirReader method) (otx.cli.tools.utils.demo.images_capture.ImagesCapture method) (otx.cli.tools.utils.demo.images_capture.ImreadWrapper method) (otx.cli.tools.utils.demo.images_capture.VideoCapWrapper method) get_val_dataset() (otx.core.data.manager.dataset_manager.DatasetManager static method) get_valid_label_mask() (otx.algorithms.detection.adapters.mmdet.models.heads.CrossDatasetDetectorHead method) get_values() (otx.api.configuration.ConfigurableEnum class method) get_visual_prompting_inferencer_configuration() (in module otx.algorithms.visual_prompting.utils) get_visual_promtping_config() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.config.visual_prompting_config) GpuUsageRecorder (class in otx.cli.utils.experiment) Graph (class in otx.api.entities.graph) (class in otx.core.ov.graph) green (otx.api.entities.color.ColorEntity property) ground_truth_dataset (otx.api.entities.resultset.ResultSetEntity property) GroupConvolutionV1 (class in otx.core.ov.ops)

H

HardSigmoidV0 (class in otx.core.ov.ops) has_edge_between() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) has_overrides (otx.api.entities.model_template.HyperParameterData property) has_path() (otx.core.ov.graph.Graph method) has_score_metric() (otx.api.entities.resultset.ResultSetEntity method) has_valid_configurable_parameters (otx.api.entities.model_template.HyperParameterData property) has_xai (otx.api.entities.model.ModelEntity property) header (otx.api.configuration.DefaultModelParameters attribute) height (otx.api.entities.dataset_item.DatasetItemEntity property) (otx.api.entities.image.Image property) (otx.api.entities.media.IMedia2DEntity property) (otx.api.entities.result_media.ResultMediaEntity property) (otx.api.entities.shapes.ellipse.Ellipse property) (otx.api.entities.shapes.rectangle.Rectangle property)

Helpers (class in otx.api.utils.shape_drawer) hex_str (otx.api.entities.color.Color property) (otx.api.entities.color.ColorEntity property) hotkey (otx.api.entities.label.LabelEntity property) (otx.api.entities.scored_label.ScoredLabel property) hparams (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask property) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask property) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask property) HpoCallback (class in otx.cli.utils.hpo) HpoDataset (class in otx.cli.utils.hpo) HpoRunner (class in otx.cli.utils.hpo) HSigmoidV5 (class in otx.core.ov.ops) HSwishV4 (class in otx.core.ov.ops) HyperBand (class in otx.hpo) HyperParameterData (class in otx.api.entities.model_template)

I

IBLossHook (class in otx.algorithms.common.adapters.mmcv) ID (class in otx.api.entities.id) id (otx.api.configuration.ConfigurableParameters attribute) (otx.api.entities.annotation.Annotation property) (otx.api.entities.annotation.AnnotationSceneEntity property) (otx.api.entities.label.LabelEntity property) (otx.api.entities.label_schema.LabelGroup property) (otx.api.entities.model.ModelEntity property) (otx.api.entities.resultset.ResultSetEntity property) (otx.api.entities.scored_label.ScoredLabel property) id_ (otx.api.entities.annotation.Annotation property) (otx.api.entities.annotation.AnnotationSceneEntity property) (otx.api.entities.dataset_item.DatasetItemEntityWithID property) (otx.api.entities.label.LabelEntity property) (otx.api.entities.model.ModelEntity property) (otx.api.entities.resultset.ResultSetEntity property) (otx.api.entities.scored_label.ScoredLabel property) IDataSource (class in otx.api.usecases.adapters.model_adapter) IDeploymentTask (class in otx.api.usecases.tasks.interfaces.deployment_interface) IDMapper (class in otx.api.serialization.id_mapper) IEvaluationTask (class in otx.api.usecases.tasks.interfaces.evaluate_interface) IExplainTask (class in otx.api.usecases.tasks.interfaces.explain_interface) IExportTask (class in otx.api.usecases.tasks.interfaces.export_interface) ignored_labels (otx.api.entities.dataset_item.DatasetItemEntity property) IGraph (class in otx.api.entities.interfaces.graph_interface) IInferencer (class in otx.api.usecases.exportable_code.inference) IInferenceTask (class in otx.api.usecases.tasks.interfaces.inference_interface) Image (class in otx.api.entities.image) ImageComputerVisionTask (class in otx.api.usecases.tasks.image_computer_vision) ImageDeepLearningTask (class in otx.api.usecases.tasks.image_deep_learning_task) ImageEncoder (class in otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models) ImagesCapture (class in otx.cli.tools.utils.demo.images_capture) ImageStreamer (class in otx.api.usecases.exportable_code.streamer) IMedia2DEntity (class in otx.api.entities.media) IMediaEntity (class in otx.api.entities.media) IMetadata (class in otx.api.entities.metadata) import_dataset() (otx.core.data.manager.dataset_manager.DatasetManager static method) import_obj() (otx.core.patcher.Patcher method) ImreadWrapper (class in otx.cli.tools.utils.demo.images_capture) infer() (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) (otx.algorithms.visual_prompting.tasks.inference.ZeroShotTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingTask method) (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer method) (otx.api.usecases.tasks.interfaces.inference_interface.IInferenceTask method) infer_tile() (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer method) InferenceCallback (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference) InferenceParameters (class in otx.api.entities.inference_parameters) InferenceProgressCallback (class in otx.algorithms.common.utils) InferenceTask (class in otx.algorithms.anomaly.tasks) (class in otx.algorithms.visual_prompting.tasks.inference) InfoMetric (class in otx.api.entities.metrics) init_arrow_cache() (in module otx.core.data.caching) init_bbox_head() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomRoIHead method) init_layers() (otx.algorithms.detection.adapters.mmdet.models.layers.CustomDINOTransformer method) init_telemetry_session() (in module otx.cli.utils.telemetry) init_weights() (in module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob) (otx.algorithms.detection.adapters.mmdet.models.backbones.MMOVBackbone method) (otx.algorithms.detection.adapters.mmdet.models.dense_heads.MMOVRPNHead method) (otx.algorithms.detection.adapters.mmdet.models.dense_heads.MMOVSSDHead method) (otx.algorithms.detection.adapters.mmdet.models.dense_heads.MMOVYOLOV3Head method) (otx.algorithms.detection.adapters.mmdet.models.necks.MMOVFPN method) (otx.algorithms.detection.adapters.mmdet.models.necks.MMOVSSDNeck method) (otx.algorithms.detection.adapters.mmdet.models.necks.MMOVYOLOV3Neck method) (otx.algorithms.detection.adapters.mmdet.models.roi_heads.bbox_heads.MMOVBBoxHead method) (otx.algorithms.detection.adapters.mmdet.models.roi_heads.mask_heads.MMOVMaskHead method) (otx.algorithms.segmentation.adapters.mmseg.DetConB method) (otx.algorithms.segmentation.adapters.mmseg.LiteHRNet method) (otx.algorithms.segmentation.adapters.mmseg.MMOVBackbone method) (otx.algorithms.segmentation.adapters.mmseg.MMOVDecodeHead method) (otx.algorithms.segmentation.adapters.mmseg.SelfSLMLP method)

init_with_otx_dataset() (otx.core.data.noisy_label_detection.LossDynamicsTracker method) initialize_multigpu_train() (otx.cli.utils.multi_gpu.MultiGPUManager static method) initialize_reference_info() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) input_shapes (otx.core.ov.models.OVModel property) InputConfigCheck (class in otx.api.utils.argument_checks) inputs (otx.core.ov.models.OVModel property) InstantiationType (class in otx.api.entities.model_template) INTERMEDIATE (otx.api.entities.annotation.AnnotationSceneKind attribute) InterpolateV4 (class in otx.core.ov.ops) intersection_box() (in module otx.api.usecases.evaluation) intersection_over_union() (in module otx.api.usecases.evaluation) intersects() (otx.api.entities.shapes.shape.Shape method) (otx.api.entities.shapes.shape.ShapeEntity method) InvalidInput, [1] IOptimizationTask (class in otx.api.usecases.tasks.interfaces.optimization_interface) IPredictionToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) IRawInference (class in otx.api.usecases.tasks.interfaces.inference_interface) is_accuracy_aware_training_set() (in module otx.algorithms.common.adapters.nncf) is_anomaly (otx.api.entities.model_template.TaskInfo attribute) is_anomaly_framework_task() (otx.cli.utils.hpo.TaskManager method) is_available() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator static method) (otx.cli.utils.multi_gpu.MultiGPUManager method) is_checkpoint_nncf() (in module otx.algorithms.common.adapters.nncf) (in module otx.cli.utils.nncf) is_cls_framework_task() (otx.cli.utils.hpo.TaskManager method) is_cvat_format() (otx.core.data.manager.dataset_manager.DatasetManager static method) is_det_framework_task() (otx.cli.utils.hpo.TaskManager method) is_distributed (otx.algorithms.anomaly.adapters.anomalib.strategies.SingleXPUStrategy property) is_done() (otx.hpo.HyperBand method) is_empty (otx.api.entities.label.LabelEntity property) (otx.api.entities.scored_label.ScoredLabel property) is_evaluation (otx.api.entities.inference_parameters.InferenceParameters attribute) is_full_box() (otx.api.entities.shapes.rectangle.Rectangle static method) is_global (otx.api.entities.model_template.TaskInfo attribute) is_hpu_available() (in module otx.algorithms.common.utils) is_in_nncf_tracing() (in module otx.algorithms.common.adapters.nncf) is_local (otx.api.entities.model_template.TaskInfo attribute) is_mmcv_framework_task() (otx.cli.utils.hpo.TaskManager method) is_mmdeploy_enabled() (in module otx.algorithms.common.adapters.mmdeploy) is_multigpu_child_process() (in module otx.cli.utils.multi_gpu) is_mvtec_format() (otx.core.data.manager.dataset_manager.DatasetManager static method) is_nncf_enabled() (in module otx.algorithms.common.adapters.nncf) is_optimized() (otx.api.entities.model.ModelEntity method) is_quit() (otx.api.usecases.exportable_code.visualizers.IVisualizer method) (otx.api.usecases.exportable_code.visualizers.Visualizer method) is_seg_framework_task() (otx.cli.utils.hpo.TaskManager method) is_single_label() (otx.api.entities.label_schema.LabelGroup method) is_stalling() (otx.api.usecases.reporting.TimeMonitorCallback method) is_state_nncf() (in module otx.algorithms.common.adapters.nncf) is_task_global() (otx.api.entities.model_template.ModelTemplate method) is_trainable (otx.api.entities.model_template.TaskInfo attribute) is_xpu_available() (in module otx.algorithms.common.utils) IterationTimer (class in otx.algorithms.anomaly.adapters.anomalib.callbacks) IterBasedRunnerWithCancel (class in otx.algorithms.common.adapters.mmcv) ITrainingTask (class in otx.api.usecases.tasks.interfaces.training_interface) IUnload (class in otx.api.usecases.tasks.interfaces.unload_interface) IVisualizer (class in otx.api.usecases.exportable_code.visualizers)

J

JsonFilePathCheck (class in otx.api.utils.argument_checks)

K

kind (otx.api.entities.annotation.AnnotationSceneEntity property)

L

L2SPDetectorMixin (class in otx.algorithms.detection.adapters.mmdet.models.detectors) L2SPLoss (class in otx.algorithms.detection.adapters.mmdet.models.losses) label_schema_to_bytes() (in module otx.api.serialization.label_mapper) LabelEntity (class in otx.api.entities.label) LabelGroup (class in otx.api.entities.label_schema) LabelGroupDoesNotExistException LabelGroupExistsException LabelGroupMapper (class in otx.api.serialization.label_mapper) LabelGroupType (class in otx.api.entities.label_schema) LabelMapper (class in otx.api.serialization.label_mapper) labels (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer property) LabelSchemaEntity (class in otx.api.entities.label_schema) LabelSchemaMapper (class in otx.api.serialization.label_mapper) LabelSource (class in otx.api.entities.scored_label) LabelTree (class in otx.api.entities.label_schema) LabelTreeMapper (class in otx.api.serialization.label_mapper) latency (otx.api.entities.model.ModelEntity property) LayerNorm2d (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.layer_norm) learn() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) LearningRateSchedule (class in otx.algorithms.common.configs) LineChartInfo (class in otx.api.entities.metrics) LineMetricsGroup (class in otx.api.entities.metrics) LiteHRNet (class in otx.algorithms.segmentation.adapters.mmseg) load_checkpoint() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) load_cls_annotations() (in module otx.algorithms.action.utils.data) load_cls_dataset() (in module otx.algorithms.action.utils.data) load_config() (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) load_dataset_items_coco_format() (in module otx.algorithms.detection.utils) load_det_annotations() (in module otx.algorithms.action.utils.data) load_det_dataset() (in module otx.algorithms.action.utils.data) load_inferencer() (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingTask method) load_model() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tasks.NNCFTask method) (otx.algorithms.anomaly.tasks.TrainingTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) load_model_weight() (otx.cli.utils.hpo.TaskEnvironmentManager method) load_ov_model() (in module otx.core.ov.utils)

load_parameters() (otx.api.entities.model_template.HyperParameterData method) load_state_dict() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) load_state_dict_pre_hook() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomATSS static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomDeformableDETR method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomDINO method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomLiteDINO method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomMaskRCNN static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomSingleStageDetector static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomTwoStageDetector static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomVFNet static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomYOLOX static method) (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher static method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor static method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) load_template() (in module otx.algorithms.common.utils) load_test_dataset() (in module otx.algorithms.action.tools.sample_classification) (in module otx.algorithms.action.tools.sample_detection) (in module otx.algorithms.classification.tools.classification_sample) (in module otx.algorithms.detection.tools.detection_sample) (in module otx.algorithms.detection.tools.detection_semisl_sample) (in module otx.algorithms.detection.tools.instance_segmentation_sample) (in module otx.algorithms.segmentation.tools.segmentation_sample) LocalResponseNormalizationV0 (class in otx.core.ov.ops) log() (otx.algorithms.common.adapters.mmcv.OTXLoggerHook method) loss() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHeadTrackingLossDynamics method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomSSDHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomVFNetHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomYOLOXHead method) loss_by_feat() (otx.algorithms.detection.adapters.mmdet.models.heads.DETRHeadExtension method) loss_by_feat_single() (otx.algorithms.detection.adapters.mmdet.models.heads.DETRHeadExtension method) loss_by_feat_two_stage() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) loss_dn() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) loss_dyns_tracker (otx.core.data.noisy_label_detection.LossDynamicsTrackingMixin property) loss_name (otx.algorithms.segmentation.adapters.mmseg.CrossEntropyLossWithIgnore property) loss_single() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomATSSHeadTrackingLossDynamics method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomRetinaHead method) (otx.algorithms.detection.adapters.mmdet.models.heads.CustomSSDHead method) LossDynamicsTracker (class in otx.core.data.noisy_label_detection) LossDynamicsTrackingHook (class in otx.algorithms.common.adapters.mmcv) LossDynamicsTrackingMixin (class in otx.core.data.noisy_label_detection)

M

main() (in module otx.algorithms.action.tools.sample_classification) (in module otx.algorithms.action.tools.sample_detection) (in module otx.algorithms.action.utils.convert_public_data_to_cvat) (in module otx.algorithms.anomaly.tools.sample) (in module otx.algorithms.classification.tools.classification_sample) (in module otx.algorithms.detection.tools.detection_sample) (in module otx.algorithms.detection.tools.detection_semisl_sample) (in module otx.algorithms.detection.tools.instance_segmentation_sample) (in module otx.algorithms.segmentation.tools.segmentation_sample) (in module otx.api.usecases.exportable_code.demo.demo) (in module otx.cli.tools.build) (in module otx.cli.tools.demo) (in module otx.cli.tools.deploy) (in module otx.cli.tools.eval) (in module otx.cli.tools.explain) (in module otx.cli.tools.export) (in module otx.cli.tools.find) (in module otx.cli.tools.optimize) (in module otx.cli.tools.train) main_loop() (otx.algorithms.common.adapters.mmcv.IterBasedRunnerWithCancel method) major_axis (otx.api.entities.shapes.ellipse.Ellipse property) make_fake_results() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomMaskRCNNTileOptimized static method) manually_set_data_and_validate() (otx.api.entities.model_template.HyperParameterData method) mask_from_annotation() (in module otx.api.utils.segmentation_utils) mask_from_dataset_item() (in module otx.api.utils.segmentation_utils) mask_from_file() (in module otx.api.utils.segmentation_utils) MaskToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) MatMulV0 (class in otx.core.ov.ops) matrix_values (otx.api.entities.metrics.MatrixMetric property) MatrixChartInfo (class in otx.api.entities.metrics) MatrixMetric (class in otx.api.entities.metrics) MatrixMetricsGroup (class in otx.api.entities.metrics) MaxPoolV0 (class in otx.core.ov.ops) MBConv (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) MeanTeacher (class in otx.algorithms.detection.adapters.mmdet.models.detectors) MeanTeacherSegmentor (class in otx.algorithms.segmentation.adapters.mmseg) media (otx.api.entities.dataset_item.DatasetItemEntity property) MemCacheHandlerError MemCacheHandlerSingleton (class in otx.core.data.caching) MemCacheHook (class in otx.algorithms.common.adapters.mmcv) MemSizeAction (class in otx.cli.utils.parser) merge_a_into_b() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) merge_backbone() (otx.cli.builder.Builder method) merge_features() (otx.api.utils.tiler.Tiler method) merge_maps() (otx.api.utils.tiler.Tiler method) merge_results() (otx.api.utils.tiler.Tiler method) merge_vectors() (otx.api.utils.tiler.Tiler method) MetadataItemEntity (class in otx.api.entities.metadata) MetricAverageMethod (class in otx.api.usecases.evaluation) MetricEntity (class in otx.api.entities.metrics) MetricsGroup (class in otx.api.entities.metrics) MetricsHelper (class in otx.api.usecases.evaluation) minimum_label_id (otx.api.entities.label_schema.LabelGroup property) minor_axis (otx.api.entities.shapes.ellipse.Ellipse property) MishV4 (class in otx.core.ov.ops) MixedPrecisionXPUPlugin (class in otx.algorithms.anomaly.adapters.anomalib.plugins) Mlp (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) MLP (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder) MLPBlock (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.mlp_block) MMOVBackbone (class in otx.algorithms.detection.adapters.mmdet.models.backbones) (class in otx.algorithms.segmentation.adapters.mmseg) MMOVBBoxHead (class in otx.algorithms.detection.adapters.mmdet.models.roi_heads.bbox_heads) MMOVDecodeHead (class in otx.algorithms.segmentation.adapters.mmseg) MMOVFPN (class in otx.algorithms.detection.adapters.mmdet.models.necks) MMOVMaskHead (class in otx.algorithms.detection.adapters.mmdet.models.roi_heads.mask_heads) MMOVModel (class in otx.core.ov.models) MMOVRPNHead (class in otx.algorithms.detection.adapters.mmdet.models.dense_heads) MMOVSSDHead (class in otx.algorithms.detection.adapters.mmdet.models.dense_heads) MMOVSSDNeck (class in otx.algorithms.detection.adapters.mmdet.models.necks) MMOVYOLOV3Head (class in otx.algorithms.detection.adapters.mmdet.models.dense_heads) MMOVYOLOV3Neck (class in otx.algorithms.detection.adapters.mmdet.models.necks) model (otx.api.entities.resultset.ResultSetEntity property) model_adapters (otx.api.entities.model.ModelEntity property) model_builder() (otx.algorithms.common.tasks.nncf_task.NNCFBaseTask static method) model_format (otx.api.entities.model.ModelEntity property) model_from_timm() (in module otx.algorithms.common.adapters.torch.utils) model_info() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.anomaly.tasks.NNCFTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) model_size_reduction (otx.api.entities.model.ModelEntity property) ModelAdapter (class in otx.api.usecases.adapters.model_adapter) ModelCategory (class in otx.api.entities.model_template) ModelConfiguration (class in otx.api.entities.model) ModelContainer (class in otx.api.usecases.exportable_code.demo.demo_package) ModelEntity (class in otx.api.entities.model) ModelFormat (class in otx.api.entities.model) ModelLifecycle (class in otx.api.configuration) ModelOptimizationMethod (class in otx.api.entities.model_template) ModelOptimizationType (class in otx.api.entities.model) ModelPrecision (class in otx.api.entities.model) Models (class in otx.algorithms.visual_prompting.configs.base.configuration_enums) ModelStatus (class in otx.api.entities.model_template) ModelTemplate (class in otx.api.entities.model_template) module otx otx.algorithms otx.algorithms.action otx.algorithms.action.adapters otx.algorithms.action.configs otx.algorithms.action.configs.base otx.algorithms.action.configs.classification otx.algorithms.action.configs.classification.base otx.algorithms.action.configs.classification.base.base_classification_dynamic otx.algorithms.action.configs.classification.base.base_classification_static otx.algorithms.action.configs.classification.base.supervised otx.algorithms.action.configs.classification.movinet otx.algorithms.action.configs.classification.movinet.data_pipeline otx.algorithms.action.configs.classification.movinet.deployment otx.algorithms.action.configs.classification.movinet.model otx.algorithms.action.configs.classification.x3d otx.algorithms.action.configs.classification.x3d.data_pipeline otx.algorithms.action.configs.classification.x3d.deployment otx.algorithms.action.configs.classification.x3d.model otx.algorithms.action.configs.detection otx.algorithms.action.configs.detection.base otx.algorithms.action.configs.detection.base.ava_data_pipeline otx.algorithms.action.configs.detection.base.base_detection_dynamic otx.algorithms.action.configs.detection.base.base_detection_static otx.algorithms.action.configs.detection.base.data_pipeline otx.algorithms.action.configs.detection.base.faster_rcnn_config otx.algorithms.action.configs.detection.base.supervised otx.algorithms.action.configs.detection.x3d_fast_rcnn otx.algorithms.action.configs.detection.x3d_fast_rcnn.data_pipeline otx.algorithms.action.configs.detection.x3d_fast_rcnn.deployment otx.algorithms.action.configs.detection.x3d_fast_rcnn.model otx.algorithms.action.task otx.algorithms.action.tools otx.algorithms.action.tools.sample_classification otx.algorithms.action.tools.sample_detection otx.algorithms.action.utils otx.algorithms.action.utils.convert_public_data_to_cvat otx.algorithms.action.utils.data otx.algorithms.anomaly otx.algorithms.anomaly.adapters otx.algorithms.anomaly.adapters.anomalib otx.algorithms.anomaly.adapters.anomalib.accelerators otx.algorithms.anomaly.adapters.anomalib.callbacks otx.algorithms.anomaly.adapters.anomalib.config otx.algorithms.anomaly.adapters.anomalib.data otx.algorithms.anomaly.adapters.anomalib.plugins otx.algorithms.anomaly.adapters.anomalib.strategies otx.algorithms.anomaly.configs otx.algorithms.anomaly.configs.base otx.algorithms.anomaly.configs.classification otx.algorithms.anomaly.configs.classification.draem otx.algorithms.anomaly.configs.classification.padim otx.algorithms.anomaly.configs.classification.stfpm otx.algorithms.anomaly.configs.detection otx.algorithms.anomaly.configs.detection.draem otx.algorithms.anomaly.configs.detection.padim otx.algorithms.anomaly.configs.detection.stfpm otx.algorithms.anomaly.configs.segmentation otx.algorithms.anomaly.configs.segmentation.draem otx.algorithms.anomaly.configs.segmentation.padim otx.algorithms.anomaly.configs.segmentation.stfpm otx.algorithms.anomaly.tasks otx.algorithms.anomaly.tools otx.algorithms.anomaly.tools.sample otx.algorithms.classification otx.algorithms.classification.adapters otx.algorithms.classification.adapters.openvino otx.algorithms.classification.configs otx.algorithms.classification.task otx.algorithms.classification.tools otx.algorithms.classification.tools.classification_sample otx.algorithms.classification.utils otx.algorithms.common otx.algorithms.common.adapters otx.algorithms.common.adapters.mmcv otx.algorithms.common.adapters.mmdeploy otx.algorithms.common.adapters.nncf otx.algorithms.common.adapters.torch otx.algorithms.common.adapters.torch.amp otx.algorithms.common.adapters.torch.amp.xpu_grad_scaler otx.algorithms.common.adapters.torch.dataloaders otx.algorithms.common.adapters.torch.utils otx.algorithms.common.configs otx.algorithms.common.tasks otx.algorithms.common.tasks.base_task otx.algorithms.common.tasks.nncf_task otx.algorithms.common.tools otx.algorithms.common.utils otx.algorithms.detection otx.algorithms.detection.adapters otx.algorithms.detection.adapters.mmdet otx.algorithms.detection.adapters.mmdet.models otx.algorithms.detection.adapters.mmdet.models.assigners otx.algorithms.detection.adapters.mmdet.models.backbones otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob otx.algorithms.detection.adapters.mmdet.models.dense_heads otx.algorithms.detection.adapters.mmdet.models.detectors otx.algorithms.detection.adapters.mmdet.models.heads otx.algorithms.detection.adapters.mmdet.models.layers otx.algorithms.detection.adapters.mmdet.models.losses otx.algorithms.detection.adapters.mmdet.models.necks otx.algorithms.detection.adapters.mmdet.models.roi_heads otx.algorithms.detection.adapters.mmdet.models.roi_heads.bbox_heads otx.algorithms.detection.adapters.mmdet.models.roi_heads.mask_heads otx.algorithms.detection.adapters.mmdet.models.roi_heads.roi_extractors otx.algorithms.detection.adapters.openvino otx.algorithms.detection.adapters.openvino.model_wrappers otx.algorithms.detection.adapters.openvino.task otx.algorithms.detection.configs otx.algorithms.detection.configs.base otx.algorithms.detection.configs.detection otx.algorithms.detection.configs.detection.cspdarknet_yolox_l otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.data_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.deployment otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.model otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.model_xpu otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.tile_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_s otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.data_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.deployment otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.model otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.model_xpu otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.tile_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.data_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.deployment otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.model otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.model_xpu otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.tile_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_x otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.data_pipeline otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.deployment otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.model otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.model_xpy otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.tile_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_atss otx.algorithms.detection.configs.detection.mobilenetv2_atss.data_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_atss.deployment otx.algorithms.detection.configs.detection.mobilenetv2_atss.model otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl.data_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl.model otx.algorithms.detection.configs.detection.mobilenetv2_atss.tile_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_ssd otx.algorithms.detection.configs.detection.mobilenetv2_ssd.data_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_ssd.deployment otx.algorithms.detection.configs.detection.mobilenetv2_ssd.model otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl.data_pipeline otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl.model otx.algorithms.detection.configs.detection.mobilenetv2_ssd.tile_pipeline otx.algorithms.detection.configs.detection.resnet50_deformable_detr otx.algorithms.detection.configs.detection.resnet50_deformable_detr.data_pipeline otx.algorithms.detection.configs.detection.resnet50_deformable_detr.deployment otx.algorithms.detection.configs.detection.resnet50_deformable_detr.model otx.algorithms.detection.configs.detection.resnet50_dino otx.algorithms.detection.configs.detection.resnet50_dino.data_pipeline otx.algorithms.detection.configs.detection.resnet50_dino.deployment otx.algorithms.detection.configs.detection.resnet50_dino.model otx.algorithms.detection.configs.detection.resnet50_lite_dino otx.algorithms.detection.configs.detection.resnet50_lite_dino.data_pipeline otx.algorithms.detection.configs.detection.resnet50_lite_dino.deployment otx.algorithms.detection.configs.detection.resnet50_lite_dino.model otx.algorithms.detection.configs.detection.resnet50_vfnet otx.algorithms.detection.configs.detection.resnet50_vfnet.data_pipeline otx.algorithms.detection.configs.detection.resnet50_vfnet.model otx.algorithms.detection.configs.detection.resnext101_atss otx.algorithms.detection.configs.detection.resnext101_atss.data_pipeline otx.algorithms.detection.configs.detection.resnext101_atss.deployment otx.algorithms.detection.configs.detection.resnext101_atss.model otx.algorithms.detection.configs.detection.resnext101_atss.semisl otx.algorithms.detection.configs.detection.resnext101_atss.semisl.data_pipeline otx.algorithms.detection.configs.detection.resnext101_atss.semisl.model otx.algorithms.detection.configs.detection.resnext101_atss.tile_pipeline otx.algorithms.detection.configs.instance_segmentation otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.data_pipeline otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.deployment otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.deployment_tile_classifier otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.model otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.tile_pipeline otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.data_pipeline otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.data_pipeline_xpu otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.deployment otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.deployment_tile_classifier otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.model otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl.data_pipeline otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl.model otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.tile_pipeline otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.data_pipeline otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.data_pipeline_xpu otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.deployment otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.deployment_tile_classifier otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.model otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.tile_pipeline otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.data_pipeline otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.data_pipeline_xpu otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.deployment otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.deployment_tile_classifier otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.model otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl.data_pipeline otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl.model otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.tile_pipeline otx.algorithms.detection.configs.rotated_detection otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.data_pipeline otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.deployment otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.model otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.tile_pipeline otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.data_pipeline otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.deployment otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.model otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.tile_pipeline otx.algorithms.detection.task otx.algorithms.detection.tools otx.algorithms.detection.tools.detection_sample otx.algorithms.detection.tools.detection_semisl_sample otx.algorithms.detection.tools.instance_segmentation_sample otx.algorithms.detection.utils otx.algorithms.segmentation otx.algorithms.segmentation.adapters otx.algorithms.segmentation.adapters.mmseg otx.algorithms.segmentation.adapters.openvino otx.algorithms.segmentation.configs otx.algorithms.segmentation.configs.base otx.algorithms.segmentation.configs.ham_segnext_b otx.algorithms.segmentation.configs.ham_segnext_b.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_b.deployment otx.algorithms.segmentation.configs.ham_segnext_b.model otx.algorithms.segmentation.configs.ham_segnext_b.ptq_optimization_config otx.algorithms.segmentation.configs.ham_segnext_b.selfsl otx.algorithms.segmentation.configs.ham_segnext_b.selfsl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_b.selfsl.model otx.algorithms.segmentation.configs.ham_segnext_b.semisl otx.algorithms.segmentation.configs.ham_segnext_b.semisl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_b.semisl.model otx.algorithms.segmentation.configs.ham_segnext_s otx.algorithms.segmentation.configs.ham_segnext_s.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_s.deployment otx.algorithms.segmentation.configs.ham_segnext_s.model otx.algorithms.segmentation.configs.ham_segnext_s.ptq_optimization_config otx.algorithms.segmentation.configs.ham_segnext_s.selfsl otx.algorithms.segmentation.configs.ham_segnext_s.selfsl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_s.selfsl.model otx.algorithms.segmentation.configs.ham_segnext_s.semisl otx.algorithms.segmentation.configs.ham_segnext_s.semisl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_s.semisl.model otx.algorithms.segmentation.configs.ham_segnext_t otx.algorithms.segmentation.configs.ham_segnext_t.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_t.deployment otx.algorithms.segmentation.configs.ham_segnext_t.model otx.algorithms.segmentation.configs.ham_segnext_t.ptq_optimization_config otx.algorithms.segmentation.configs.ham_segnext_t.selfsl otx.algorithms.segmentation.configs.ham_segnext_t.selfsl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_t.selfsl.model otx.algorithms.segmentation.configs.ham_segnext_t.semisl otx.algorithms.segmentation.configs.ham_segnext_t.semisl.data_pipeline otx.algorithms.segmentation.configs.ham_segnext_t.semisl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18 otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.deployment otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.ptq_optimization_config otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2 otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.deployment otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.ptq_optimization_config otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2 otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.deployment otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.ptq_optimization_config otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3 otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.deployment otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.ptq_optimization_config otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl.model otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon.data_pipeline otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon.model otx.algorithms.segmentation.task otx.algorithms.segmentation.tools otx.algorithms.segmentation.tools.segmentation_sample otx.algorithms.segmentation.utils otx.algorithms.visual_prompting otx.algorithms.visual_prompting.adapters otx.algorithms.visual_prompting.adapters.openvino otx.algorithms.visual_prompting.adapters.openvino.model_wrappers otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models otx.algorithms.visual_prompting.adapters.pytorch_lightning otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference otx.algorithms.visual_prompting.adapters.pytorch_lightning.config otx.algorithms.visual_prompting.adapters.pytorch_lightning.config.visual_prompting_config otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms otx.algorithms.visual_prompting.adapters.pytorch_lightning.models otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_image_encoder otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.layer_norm otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.mlp_block otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything otx.algorithms.visual_prompting.configs otx.algorithms.visual_prompting.configs.base otx.algorithms.visual_prompting.configs.base.configuration otx.algorithms.visual_prompting.configs.base.configuration_enums otx.algorithms.visual_prompting.configs.sam_tiny_vit otx.algorithms.visual_prompting.configs.sam_tiny_vit.configuration otx.algorithms.visual_prompting.configs.sam_tiny_vit.ptq_optimization_config otx.algorithms.visual_prompting.configs.sam_vit_b otx.algorithms.visual_prompting.configs.sam_vit_b.configuration otx.algorithms.visual_prompting.configs.sam_vit_b.ptq_optimization_config otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit.configuration otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit.ptq_optimization_config otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b.configuration otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b.ptq_optimization_config otx.algorithms.visual_prompting.tasks otx.algorithms.visual_prompting.tasks.inference otx.algorithms.visual_prompting.tasks.openvino otx.algorithms.visual_prompting.tasks.train otx.algorithms.visual_prompting.utils otx.api otx.api.configuration otx.api.configuration.cfg_helper otx.api.configuration.metadata_keys otx.api.configuration.otx_config_helper otx.api.entities otx.api.entities.annotation otx.api.entities.color otx.api.entities.coordinate otx.api.entities.dataset_item otx.api.entities.datasets otx.api.entities.explain_parameters otx.api.entities.graph otx.api.entities.id otx.api.entities.image otx.api.entities.inference_parameters otx.api.entities.interfaces otx.api.entities.interfaces.graph_interface otx.api.entities.label otx.api.entities.label_schema otx.api.entities.media otx.api.entities.metadata otx.api.entities.metrics otx.api.entities.model otx.api.entities.model_template otx.api.entities.optimization_parameters otx.api.entities.result_media otx.api.entities.resultset otx.api.entities.scored_label otx.api.entities.shapes otx.api.entities.shapes.ellipse otx.api.entities.shapes.polygon otx.api.entities.shapes.rectangle otx.api.entities.shapes.shape otx.api.entities.subset otx.api.entities.task_environment otx.api.entities.tensor otx.api.entities.train_parameters otx.api.serialization otx.api.serialization.datetime_mapper otx.api.serialization.id_mapper otx.api.serialization.label_mapper otx.api.usecases otx.api.usecases.adapters otx.api.usecases.adapters.model_adapter otx.api.usecases.evaluation otx.api.usecases.exportable_code otx.api.usecases.exportable_code.demo otx.api.usecases.exportable_code.demo.demo otx.api.usecases.exportable_code.demo.demo_package otx.api.usecases.exportable_code.inference otx.api.usecases.exportable_code.prediction_to_annotation_converter otx.api.usecases.exportable_code.streamer otx.api.usecases.exportable_code.visualizers otx.api.usecases.reporting otx.api.usecases.tasks otx.api.usecases.tasks.exceptions otx.api.usecases.tasks.image_computer_vision otx.api.usecases.tasks.image_deep_learning_task otx.api.usecases.tasks.interfaces otx.api.usecases.tasks.interfaces.deployment_interface otx.api.usecases.tasks.interfaces.evaluate_interface otx.api.usecases.tasks.interfaces.explain_interface otx.api.usecases.tasks.interfaces.export_interface otx.api.usecases.tasks.interfaces.inference_interface otx.api.usecases.tasks.interfaces.optimization_interface otx.api.usecases.tasks.interfaces.training_interface otx.api.usecases.tasks.interfaces.unload_interface otx.api.utils otx.api.utils.anomaly_utils otx.api.utils.argument_checks otx.api.utils.async_pipeline otx.api.utils.dataset_utils otx.api.utils.detection_utils otx.api.utils.importing otx.api.utils.labels_utils otx.api.utils.nms otx.api.utils.segmentation_utils otx.api.utils.shape_drawer otx.api.utils.shape_factory otx.api.utils.tiler otx.api.utils.time_utils otx.api.utils.vis_utils otx.cli otx.cli.builder otx.cli.manager otx.cli.registry otx.cli.tools otx.cli.tools.build otx.cli.tools.cli otx.cli.tools.demo otx.cli.tools.deploy otx.cli.tools.eval otx.cli.tools.explain otx.cli.tools.export otx.cli.tools.find otx.cli.tools.optimize otx.cli.tools.train otx.cli.tools.utils otx.cli.tools.utils.demo otx.cli.tools.utils.demo.images_capture otx.cli.tools.utils.demo.visualization otx.cli.utils otx.cli.utils.config otx.cli.utils.errors otx.cli.utils.experiment otx.cli.utils.hpo otx.cli.utils.importing otx.cli.utils.io otx.cli.utils.multi_gpu otx.cli.utils.nncf otx.cli.utils.parser otx.cli.utils.report otx.cli.utils.telemetry otx.core otx.core.data otx.core.data.adapter otx.core.data.adapter.action_dataset_adapter otx.core.data.adapter.anomaly_dataset_adapter otx.core.data.adapter.base_dataset_adapter otx.core.data.adapter.classification_dataset_adapter otx.core.data.adapter.detection_dataset_adapter otx.core.data.adapter.segmentation_dataset_adapter otx.core.data.adapter.visual_prompting_dataset_adapter otx.core.data.caching otx.core.data.manager otx.core.data.manager.dataset_manager otx.core.data.noisy_label_detection otx.core.data.pipelines otx.core.file otx.core.ov otx.core.ov.graph otx.core.ov.models otx.core.ov.omz_wrapper otx.core.ov.ops otx.core.ov.registry otx.core.ov.utils otx.core.patcher otx.hpo otx.recipes otx.recipes.stages otx.recipes.stages.classification otx.recipes.stages.classification.multilabel otx.recipes.stages.detection otx.recipes.stages.detection.finetune otx.recipes.stages.detection.incremental otx.recipes.stages.detection.semisl otx.recipes.stages.detection.train otx.recipes.stages.instance_segmentation otx.recipes.stages.instance_segmentation.incremental otx.recipes.stages.instance_segmentation.semisl otx.recipes.stages.instance_segmentation.train otx.recipes.stages.segmentation otx.recipes.stages.segmentation.finetune otx.recipes.stages.segmentation.incremental otx.recipes.stages.segmentation.incremental_poly otx.recipes.stages.segmentation.selfsl otx.recipes.stages.segmentation.semisl otx.recipes.stages.segmentation.semisl_poly otx.recipes.stages.segmentation.supcon otx.recipes.stages.segmentation.train otx.utils otx.utils.logger otx.utils.utils

multi_scale_deformable_attn_pytorch() (in module otx.algorithms.common.adapters.mmcv) multiclass_nms() (in module otx.api.utils.nms) MultiDiGraph (class in otx.api.entities.graph) MultiGPUManager (class in otx.cli.utils.multi_gpu) multioutput_forward() (in module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob) MultipleInputsCompose (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms) MultiplyV1 (class in otx.core.ov.ops) MultiScorePerformance (class in otx.api.entities.metrics) MVNV6 (class in otx.core.ov.ops)

N

name (otx.api.entities.label.LabelEntity property) (otx.api.entities.metadata.IMetadata property) (otx.api.entities.metrics.MetricEntity property) (otx.api.entities.scored_label.ScoredLabel property) (otx.core.ov.ops.Operation property) NameSpace (class in otx.core.ov.omz_wrapper) natural_sort_label_id() (in module otx.api.entities.label_schema) neighbors() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) newline() (otx.api.utils.shape_drawer.Helpers method) nms() (in module otx.api.utils.nms) nncf (otx.api.entities.model_template.EntryPoints attribute) nncf_trace_context() (in module otx.algorithms.common.adapters.nncf) nncf_trace_wrapper() (in module otx.algorithms.common.adapters.nncf) NNCFBaseTask (class in otx.algorithms.common.tasks.nncf_task) NNCFTask (class in otx.algorithms.anomaly.tasks) no_nncf_trace() (in module otx.algorithms.common.adapters.nncf) no_nncf_trace_wrapper() (in module otx.algorithms.common.adapters.nncf) no_weight_decay_keywords() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViT method) NoBiasDecayHook (class in otx.algorithms.common.adapters.mmcv) nodes (otx.api.entities.graph.Graph property) (otx.api.entities.interfaces.graph_interface.IGraph property) non_linear_normalization() (in module otx.api.utils.dataset_utils) NONE (otx.api.entities.annotation.AnnotationSceneKind attribute) NonMaxSuppressionV5 (class in otx.core.ov.ops)

NonMaxSuppressionV9 (class in otx.core.ov.ops) normalize() (otx.api.entities.metrics.MatrixMetric method) normalize_name() (in module otx.core.ov.utils) normalize_wrt_roi() (otx.api.entities.shapes.polygon.Point method) normalize_wrt_roi_shape() (otx.api.entities.shapes.ellipse.Ellipse method) (otx.api.entities.shapes.polygon.Polygon method) (otx.api.entities.shapes.rectangle.Rectangle method) (otx.api.entities.shapes.shape.ShapeEntity method) NormalizeL2V0 (class in otx.core.ov.ops) NotSupportedError now() (in module otx.api.utils.time_utils) NullAnnotationSceneEntity (class in otx.api.entities.annotation) NullMetric (class in otx.api.entities.metrics) NullModelTemplate (class in otx.api.entities.model_template) NullPerformance (class in otx.api.entities.metrics) NullUIRules (class in otx.api.configuration) num_labels (otx.api.entities.graph.Graph property) (otx.api.entities.label_schema.LabelTree property) num_nodes() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) numpy (otx.api.entities.dataset_item.DatasetItemEntity property) (otx.api.entities.image.Image property) (otx.api.entities.media.IMedia2DEntity property) (otx.api.entities.result_media.ResultMediaEntity property) (otx.api.entities.tensor.TensorEntity property)

O

on_batch_begin() (otx.api.usecases.reporting.Callback method) on_batch_end() (otx.api.usecases.reporting.Callback method) on_epoch_begin() (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_epoch_end() (otx.algorithms.common.utils.TrainingProgressCallback method) (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_initialization_end() (otx.algorithms.common.utils.OptimizationProgressCallback method) on_predict_batch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) on_predict_epoch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.AnomalyInferenceCallback method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference.InferenceCallback method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference.ZeroShotInferenceCallback method) on_predict_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) on_test_batch_begin() (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_test_batch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) (otx.algorithms.common.utils.InferenceProgressCallback method) (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_test_batch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_test_begin() (otx.api.usecases.reporting.Callback method) on_test_end() (otx.api.usecases.reporting.Callback method) on_test_epoch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_test_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) on_train_batch_begin() (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_train_batch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) (otx.algorithms.common.utils.TrainingProgressCallback method) (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_train_batch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_train_begin() (otx.algorithms.common.utils.OptimizationProgressCallback method) (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_train_end() (otx.algorithms.common.utils.OptimizationProgressCallback method) (otx.api.usecases.reporting.Callback method) (otx.api.usecases.reporting.TimeMonitorCallback method) on_train_epoch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_train_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) on_validation_batch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_validation_batch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) on_validation_epoch_end() (otx.algorithms.anomaly.adapters.anomalib.callbacks.ProgressCallback method) on_validation_epoch_start() (otx.algorithms.anomaly.adapters.anomalib.callbacks.IterationTimer method) OnHookInitialized (class in otx.algorithms.common.tasks.base_task) onnx_export() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomYOLOX method) OOMException open_images_capture() (in module otx.cli.tools.utils.demo.images_capture) OpenError, [1] openvino (otx.api.entities.model_template.EntryPoints attribute) OpenVINODetectionInferencer (class in otx.algorithms.detection.adapters.openvino.task) OpenVINODetectionTask (class in otx.algorithms.detection.adapters.openvino.task) OpenVINOMaskInferencer (class in otx.algorithms.detection.adapters.openvino.task) OpenVINORotatedRectInferencer (class in otx.algorithms.detection.adapters.openvino.task) OpenVINOSegmentationInferencer (class in otx.algorithms.segmentation.adapters.openvino) OpenVINOSegmentationTask (class in otx.algorithms.segmentation.adapters.openvino) OpenVINOTask (class in otx.algorithms.anomaly.tasks) OpenVINOTileClassifierWrapper (class in otx.algorithms.detection.adapters.openvino.task) OpenVINOVisualPromptingInferencer (class in otx.algorithms.visual_prompting.tasks.openvino) OpenVINOVisualPromptingTask (class in otx.algorithms.visual_prompting.tasks.openvino) OpenVINOZeroShotVisualPromptingInferencer (class in otx.algorithms.visual_prompting.tasks.openvino) OpenVINOZeroShotVisualPromptingTask (class in otx.algorithms.visual_prompting.tasks.openvino) Operation (class in otx.core.ov.ops) OperationRegistry (class in otx.core.ov.ops) Operator (class in otx.api.configuration) optimization_methods (otx.api.entities.model.ModelEntity property) optimization_objectives (otx.api.entities.model.ModelEntity property) optimization_type (otx.api.entities.model.ModelEntity property) OptimizationMethod (class in otx.api.entities.model) OptimizationParameters (class in otx.api.entities.optimization_parameters) OptimizationProgressCallback (class in otx.algorithms.common.utils) OptimizationType (class in otx.api.usecases.tasks.interfaces.optimization_interface) optimize() (otx.algorithms.anomaly.tasks.NNCFTask method) (otx.algorithms.anomaly.tasks.OpenVINOTask method) (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) (otx.algorithms.classification.adapters.openvino.ClassificationOpenVINOTask method) (otx.algorithms.common.tasks.nncf_task.NNCFBaseTask method) (otx.algorithms.detection.adapters.openvino.task.OpenVINODetectionTask method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingTask method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingTask method) (otx.api.usecases.tasks.interfaces.optimization_interface.IOptimizationTask method) optimize_nncf() (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) optimizer_step() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) OptionalDirectoryPathCheck (class in otx.api.utils.argument_checks) OptionalFilePathCheck (class in otx.api.utils.argument_checks) OptionalImageFilePathCheck (class in otx.api.utils.argument_checks) OrdinaryFocalLoss (class in otx.algorithms.detection.adapters.mmdet.models.losses) otx module otx.algorithms module otx.algorithms.action module otx.algorithms.action.adapters module otx.algorithms.action.configs module otx.algorithms.action.configs.base module otx.algorithms.action.configs.classification module otx.algorithms.action.configs.classification.base module otx.algorithms.action.configs.classification.base.base_classification_dynamic module otx.algorithms.action.configs.classification.base.base_classification_static module otx.algorithms.action.configs.classification.base.supervised module otx.algorithms.action.configs.classification.movinet module otx.algorithms.action.configs.classification.movinet.data_pipeline module otx.algorithms.action.configs.classification.movinet.deployment module otx.algorithms.action.configs.classification.movinet.model module otx.algorithms.action.configs.classification.x3d module otx.algorithms.action.configs.classification.x3d.data_pipeline module otx.algorithms.action.configs.classification.x3d.deployment module otx.algorithms.action.configs.classification.x3d.model module otx.algorithms.action.configs.detection module otx.algorithms.action.configs.detection.base module otx.algorithms.action.configs.detection.base.ava_data_pipeline module otx.algorithms.action.configs.detection.base.base_detection_dynamic module otx.algorithms.action.configs.detection.base.base_detection_static module otx.algorithms.action.configs.detection.base.data_pipeline module otx.algorithms.action.configs.detection.base.faster_rcnn_config module otx.algorithms.action.configs.detection.base.supervised module otx.algorithms.action.configs.detection.x3d_fast_rcnn module otx.algorithms.action.configs.detection.x3d_fast_rcnn.data_pipeline module otx.algorithms.action.configs.detection.x3d_fast_rcnn.deployment module otx.algorithms.action.configs.detection.x3d_fast_rcnn.model module otx.algorithms.action.task module otx.algorithms.action.tools module otx.algorithms.action.tools.sample_classification module otx.algorithms.action.tools.sample_detection module otx.algorithms.action.utils module otx.algorithms.action.utils.convert_public_data_to_cvat module otx.algorithms.action.utils.data module otx.algorithms.anomaly module otx.algorithms.anomaly.adapters module otx.algorithms.anomaly.adapters.anomalib module otx.algorithms.anomaly.adapters.anomalib.accelerators module otx.algorithms.anomaly.adapters.anomalib.callbacks module otx.algorithms.anomaly.adapters.anomalib.config module otx.algorithms.anomaly.adapters.anomalib.data module otx.algorithms.anomaly.adapters.anomalib.plugins module otx.algorithms.anomaly.adapters.anomalib.strategies module otx.algorithms.anomaly.configs module otx.algorithms.anomaly.configs.base module otx.algorithms.anomaly.configs.classification module otx.algorithms.anomaly.configs.classification.draem module otx.algorithms.anomaly.configs.classification.padim module otx.algorithms.anomaly.configs.classification.stfpm module otx.algorithms.anomaly.configs.detection module otx.algorithms.anomaly.configs.detection.draem module otx.algorithms.anomaly.configs.detection.padim module otx.algorithms.anomaly.configs.detection.stfpm module otx.algorithms.anomaly.configs.segmentation module otx.algorithms.anomaly.configs.segmentation.draem module otx.algorithms.anomaly.configs.segmentation.padim module otx.algorithms.anomaly.configs.segmentation.stfpm module otx.algorithms.anomaly.tasks module otx.algorithms.anomaly.tools module otx.algorithms.anomaly.tools.sample module otx.algorithms.classification module otx.algorithms.classification.adapters module otx.algorithms.classification.adapters.openvino module otx.algorithms.classification.configs module otx.algorithms.classification.task module otx.algorithms.classification.tools module otx.algorithms.classification.tools.classification_sample module otx.algorithms.classification.utils module otx.algorithms.common module otx.algorithms.common.adapters module otx.algorithms.common.adapters.mmcv module otx.algorithms.common.adapters.mmdeploy module otx.algorithms.common.adapters.nncf module otx.algorithms.common.adapters.torch module otx.algorithms.common.adapters.torch.amp module otx.algorithms.common.adapters.torch.amp.xpu_grad_scaler module otx.algorithms.common.adapters.torch.dataloaders module otx.algorithms.common.adapters.torch.utils module otx.algorithms.common.configs module otx.algorithms.common.tasks module otx.algorithms.common.tasks.base_task module otx.algorithms.common.tasks.nncf_task module otx.algorithms.common.tools module otx.algorithms.common.utils module otx.algorithms.detection module otx.algorithms.detection.adapters module otx.algorithms.detection.adapters.mmdet module otx.algorithms.detection.adapters.mmdet.models module otx.algorithms.detection.adapters.mmdet.models.assigners module otx.algorithms.detection.adapters.mmdet.models.backbones module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob module otx.algorithms.detection.adapters.mmdet.models.dense_heads module otx.algorithms.detection.adapters.mmdet.models.detectors module otx.algorithms.detection.adapters.mmdet.models.heads module otx.algorithms.detection.adapters.mmdet.models.layers module otx.algorithms.detection.adapters.mmdet.models.losses module otx.algorithms.detection.adapters.mmdet.models.necks module otx.algorithms.detection.adapters.mmdet.models.roi_heads module otx.algorithms.detection.adapters.mmdet.models.roi_heads.bbox_heads module otx.algorithms.detection.adapters.mmdet.models.roi_heads.mask_heads module otx.algorithms.detection.adapters.mmdet.models.roi_heads.roi_extractors module otx.algorithms.detection.adapters.openvino module otx.algorithms.detection.adapters.openvino.model_wrappers module otx.algorithms.detection.adapters.openvino.task module otx.algorithms.detection.configs module otx.algorithms.detection.configs.base module otx.algorithms.detection.configs.detection module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.data_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.deployment module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.model module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.model_xpu module otx.algorithms.detection.configs.detection.cspdarknet_yolox_l.tile_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.data_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.deployment module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.model module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.model_xpu module otx.algorithms.detection.configs.detection.cspdarknet_yolox_s.tile_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.data_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.deployment module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.model module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.model_xpu module otx.algorithms.detection.configs.detection.cspdarknet_yolox_tiny.tile_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.data_pipeline module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.deployment module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.model module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.model_xpy module otx.algorithms.detection.configs.detection.cspdarknet_yolox_x.tile_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_atss module otx.algorithms.detection.configs.detection.mobilenetv2_atss.data_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_atss.deployment module otx.algorithms.detection.configs.detection.mobilenetv2_atss.model module otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl module otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl.data_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_atss.semisl.model module otx.algorithms.detection.configs.detection.mobilenetv2_atss.tile_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_ssd module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.data_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.deployment module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.model module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl.data_pipeline module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.semisl.model module otx.algorithms.detection.configs.detection.mobilenetv2_ssd.tile_pipeline module otx.algorithms.detection.configs.detection.resnet50_deformable_detr module otx.algorithms.detection.configs.detection.resnet50_deformable_detr.data_pipeline module otx.algorithms.detection.configs.detection.resnet50_deformable_detr.deployment module otx.algorithms.detection.configs.detection.resnet50_deformable_detr.model module otx.algorithms.detection.configs.detection.resnet50_dino module otx.algorithms.detection.configs.detection.resnet50_dino.data_pipeline module otx.algorithms.detection.configs.detection.resnet50_dino.deployment module otx.algorithms.detection.configs.detection.resnet50_dino.model module otx.algorithms.detection.configs.detection.resnet50_lite_dino module otx.algorithms.detection.configs.detection.resnet50_lite_dino.data_pipeline module otx.algorithms.detection.configs.detection.resnet50_lite_dino.deployment module otx.algorithms.detection.configs.detection.resnet50_lite_dino.model module otx.algorithms.detection.configs.detection.resnet50_vfnet module otx.algorithms.detection.configs.detection.resnet50_vfnet.data_pipeline module otx.algorithms.detection.configs.detection.resnet50_vfnet.model module otx.algorithms.detection.configs.detection.resnext101_atss module otx.algorithms.detection.configs.detection.resnext101_atss.data_pipeline module otx.algorithms.detection.configs.detection.resnext101_atss.deployment module otx.algorithms.detection.configs.detection.resnext101_atss.model module otx.algorithms.detection.configs.detection.resnext101_atss.semisl module otx.algorithms.detection.configs.detection.resnext101_atss.semisl.data_pipeline module otx.algorithms.detection.configs.detection.resnext101_atss.semisl.model module otx.algorithms.detection.configs.detection.resnext101_atss.tile_pipeline module otx.algorithms.detection.configs.instance_segmentation module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.deployment module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.deployment_tile_classifier module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.model module otx.algorithms.detection.configs.instance_segmentation.convnext_maskrcnn.tile_pipeline module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.data_pipeline_xpu module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.deployment module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.deployment_tile_classifier module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.model module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.semisl.model module otx.algorithms.detection.configs.instance_segmentation.efficientnetb2b_maskrcnn.tile_pipeline module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.data_pipeline_xpu module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.deployment module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.deployment_tile_classifier module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.model module otx.algorithms.detection.configs.instance_segmentation.maskrcnn_swin_t.tile_pipeline module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.data_pipeline_xpu module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.deployment module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.deployment_tile_classifier module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.model module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl.data_pipeline module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.semisl.model module otx.algorithms.detection.configs.instance_segmentation.resnet50_maskrcnn.tile_pipeline module otx.algorithms.detection.configs.rotated_detection module otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn module otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.data_pipeline module otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.deployment module otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.model module otx.algorithms.detection.configs.rotated_detection.efficientnetb2b_maskrcnn.tile_pipeline module otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn module otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.data_pipeline module otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.deployment module otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.model module otx.algorithms.detection.configs.rotated_detection.resnet50_maskrcnn.tile_pipeline module otx.algorithms.detection.task module otx.algorithms.detection.tools module otx.algorithms.detection.tools.detection_sample module otx.algorithms.detection.tools.detection_semisl_sample module otx.algorithms.detection.tools.instance_segmentation_sample module otx.algorithms.detection.utils module otx.algorithms.segmentation module otx.algorithms.segmentation.adapters module otx.algorithms.segmentation.adapters.mmseg module otx.algorithms.segmentation.adapters.openvino module otx.algorithms.segmentation.configs module otx.algorithms.segmentation.configs.base module otx.algorithms.segmentation.configs.ham_segnext_b module otx.algorithms.segmentation.configs.ham_segnext_b.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_b.deployment module otx.algorithms.segmentation.configs.ham_segnext_b.model module otx.algorithms.segmentation.configs.ham_segnext_b.ptq_optimization_config module otx.algorithms.segmentation.configs.ham_segnext_b.selfsl module otx.algorithms.segmentation.configs.ham_segnext_b.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_b.selfsl.model module otx.algorithms.segmentation.configs.ham_segnext_b.semisl module otx.algorithms.segmentation.configs.ham_segnext_b.semisl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_b.semisl.model module otx.algorithms.segmentation.configs.ham_segnext_s module otx.algorithms.segmentation.configs.ham_segnext_s.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_s.deployment module otx.algorithms.segmentation.configs.ham_segnext_s.model module otx.algorithms.segmentation.configs.ham_segnext_s.ptq_optimization_config module otx.algorithms.segmentation.configs.ham_segnext_s.selfsl module otx.algorithms.segmentation.configs.ham_segnext_s.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_s.selfsl.model module otx.algorithms.segmentation.configs.ham_segnext_s.semisl module otx.algorithms.segmentation.configs.ham_segnext_s.semisl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_s.semisl.model module otx.algorithms.segmentation.configs.ham_segnext_t module otx.algorithms.segmentation.configs.ham_segnext_t.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_t.deployment module

otx.algorithms.segmentation.configs.ham_segnext_t.model module otx.algorithms.segmentation.configs.ham_segnext_t.ptq_optimization_config module otx.algorithms.segmentation.configs.ham_segnext_t.selfsl module otx.algorithms.segmentation.configs.ham_segnext_t.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_t.selfsl.model module otx.algorithms.segmentation.configs.ham_segnext_t.semisl module otx.algorithms.segmentation.configs.ham_segnext_t.semisl.data_pipeline module otx.algorithms.segmentation.configs.ham_segnext_t.semisl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18 module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.deployment module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.ptq_optimization_config module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.selfsl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.semisl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18.supcon.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2 module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.deployment module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.ptq_optimization_config module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.selfsl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.semisl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_18_mod2.supcon.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2 module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.deployment module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.ptq_optimization_config module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.selfsl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.semisl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_s_mod2.supcon.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3 module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.deployment module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.ptq_optimization_config module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.selfsl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.semisl.model module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon.data_pipeline module otx.algorithms.segmentation.configs.ocr_lite_hrnet_x_mod3.supcon.model module otx.algorithms.segmentation.task module otx.algorithms.segmentation.tools module otx.algorithms.segmentation.tools.segmentation_sample module otx.algorithms.segmentation.utils module otx.algorithms.visual_prompting module otx.algorithms.visual_prompting.adapters module otx.algorithms.visual_prompting.adapters.openvino module otx.algorithms.visual_prompting.adapters.openvino.model_wrappers module otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models module otx.algorithms.visual_prompting.adapters.pytorch_lightning module otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks module otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference module otx.algorithms.visual_prompting.adapters.pytorch_lightning.config module otx.algorithms.visual_prompting.adapters.pytorch_lightning.config.visual_prompting_config module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms module otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_image_encoder module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.layer_norm module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.utils.mlp_block module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything module otx.algorithms.visual_prompting.configs module otx.algorithms.visual_prompting.configs.base module otx.algorithms.visual_prompting.configs.base.configuration module otx.algorithms.visual_prompting.configs.base.configuration_enums module otx.algorithms.visual_prompting.configs.sam_tiny_vit module otx.algorithms.visual_prompting.configs.sam_tiny_vit.configuration module otx.algorithms.visual_prompting.configs.sam_tiny_vit.ptq_optimization_config module otx.algorithms.visual_prompting.configs.sam_vit_b module otx.algorithms.visual_prompting.configs.sam_vit_b.configuration module otx.algorithms.visual_prompting.configs.sam_vit_b.ptq_optimization_config module otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit module otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit.configuration module otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit.ptq_optimization_config module otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b module otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b.configuration module otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b.ptq_optimization_config module otx.algorithms.visual_prompting.tasks module otx.algorithms.visual_prompting.tasks.inference module otx.algorithms.visual_prompting.tasks.openvino module otx.algorithms.visual_prompting.tasks.train module otx.algorithms.visual_prompting.utils module otx.api module otx.api.configuration module otx.api.configuration.cfg_helper module otx.api.configuration.metadata_keys module otx.api.configuration.otx_config_helper module otx.api.entities module otx.api.entities.annotation module otx.api.entities.color module otx.api.entities.coordinate module otx.api.entities.dataset_item module otx.api.entities.datasets module otx.api.entities.explain_parameters module otx.api.entities.graph module otx.api.entities.id module otx.api.entities.image module otx.api.entities.inference_parameters module otx.api.entities.interfaces module otx.api.entities.interfaces.graph_interface module otx.api.entities.label module otx.api.entities.label_schema module otx.api.entities.media module otx.api.entities.metadata module otx.api.entities.metrics module otx.api.entities.model module otx.api.entities.model_template module otx.api.entities.optimization_parameters module otx.api.entities.result_media module otx.api.entities.resultset module otx.api.entities.scored_label module otx.api.entities.shapes module otx.api.entities.shapes.ellipse module otx.api.entities.shapes.polygon module otx.api.entities.shapes.rectangle module otx.api.entities.shapes.shape module otx.api.entities.subset module otx.api.entities.task_environment module otx.api.entities.tensor module otx.api.entities.train_parameters module otx.api.serialization module otx.api.serialization.datetime_mapper module otx.api.serialization.id_mapper module otx.api.serialization.label_mapper module otx.api.usecases module otx.api.usecases.adapters module otx.api.usecases.adapters.model_adapter module otx.api.usecases.evaluation module otx.api.usecases.exportable_code module otx.api.usecases.exportable_code.demo module otx.api.usecases.exportable_code.demo.demo module otx.api.usecases.exportable_code.demo.demo_package module otx.api.usecases.exportable_code.inference module otx.api.usecases.exportable_code.prediction_to_annotation_converter module otx.api.usecases.exportable_code.streamer module otx.api.usecases.exportable_code.visualizers module otx.api.usecases.reporting module otx.api.usecases.tasks module otx.api.usecases.tasks.exceptions module otx.api.usecases.tasks.image_computer_vision module otx.api.usecases.tasks.image_deep_learning_task module otx.api.usecases.tasks.interfaces module otx.api.usecases.tasks.interfaces.deployment_interface module otx.api.usecases.tasks.interfaces.evaluate_interface module otx.api.usecases.tasks.interfaces.explain_interface module otx.api.usecases.tasks.interfaces.export_interface module otx.api.usecases.tasks.interfaces.inference_interface module otx.api.usecases.tasks.interfaces.optimization_interface module otx.api.usecases.tasks.interfaces.training_interface module otx.api.usecases.tasks.interfaces.unload_interface module otx.api.utils module otx.api.utils.anomaly_utils module otx.api.utils.argument_checks module otx.api.utils.async_pipeline module otx.api.utils.dataset_utils module otx.api.utils.detection_utils module otx.api.utils.importing module otx.api.utils.labels_utils module otx.api.utils.nms module otx.api.utils.segmentation_utils module otx.api.utils.shape_drawer module otx.api.utils.shape_factory module otx.api.utils.tiler module otx.api.utils.time_utils module otx.api.utils.vis_utils module otx.cli module otx.cli.builder module otx.cli.manager module otx.cli.registry module otx.cli.tools module otx.cli.tools.build module otx.cli.tools.cli module otx.cli.tools.demo module otx.cli.tools.deploy module otx.cli.tools.eval module otx.cli.tools.explain module otx.cli.tools.export module otx.cli.tools.find module otx.cli.tools.optimize module otx.cli.tools.train module otx.cli.tools.utils module otx.cli.tools.utils.demo module otx.cli.tools.utils.demo.images_capture module otx.cli.tools.utils.demo.visualization module otx.cli.utils module otx.cli.utils.config module otx.cli.utils.errors module otx.cli.utils.experiment module otx.cli.utils.hpo module otx.cli.utils.importing module otx.cli.utils.io module otx.cli.utils.multi_gpu module otx.cli.utils.nncf module otx.cli.utils.parser module otx.cli.utils.report module otx.cli.utils.telemetry module otx.core module otx.core.data module otx.core.data.adapter module otx.core.data.adapter.action_dataset_adapter module otx.core.data.adapter.anomaly_dataset_adapter module otx.core.data.adapter.base_dataset_adapter module otx.core.data.adapter.classification_dataset_adapter module otx.core.data.adapter.detection_dataset_adapter module otx.core.data.adapter.segmentation_dataset_adapter module otx.core.data.adapter.visual_prompting_dataset_adapter module otx.core.data.caching module otx.core.data.manager module otx.core.data.manager.dataset_manager module otx.core.data.noisy_label_detection module otx.core.data.pipelines module otx.core.file module otx.core.ov module otx.core.ov.graph module otx.core.ov.models module otx.core.ov.omz_wrapper module otx.core.ov.ops module otx.core.ov.registry module otx.core.ov.utils module otx.core.patcher module otx.hpo module otx.recipes module otx.recipes.stages module otx.recipes.stages.classification module otx.recipes.stages.classification.multilabel module otx.recipes.stages.detection module otx.recipes.stages.detection.finetune module otx.recipes.stages.detection.incremental module otx.recipes.stages.detection.semisl module otx.recipes.stages.detection.train module otx.recipes.stages.instance_segmentation module otx.recipes.stages.instance_segmentation.incremental module otx.recipes.stages.instance_segmentation.semisl module otx.recipes.stages.instance_segmentation.train module otx.recipes.stages.segmentation module otx.recipes.stages.segmentation.finetune module otx.recipes.stages.segmentation.incremental module otx.recipes.stages.segmentation.incremental_poly module otx.recipes.stages.segmentation.selfsl module otx.recipes.stages.segmentation.semisl module otx.recipes.stages.segmentation.semisl_poly module otx.recipes.stages.segmentation.supcon module otx.recipes.stages.segmentation.train module otx.utils module otx.utils.logger module otx.utils.utils module otx_build() (in module otx.cli.tools.cli) otx_demo() (in module otx.cli.tools.cli) otx_deploy() (in module otx.cli.tools.cli) otx_eval() (in module otx.cli.tools.cli) otx_explain() (in module otx.cli.tools.cli) otx_export() (in module otx.cli.tools.cli) otx_find() (in module otx.cli.tools.cli) otx_optimize() (in module otx.cli.tools.cli) otx_train() (in module otx.cli.tools.cli) OTXActionTask (class in otx.algorithms.action.task) OTXAnomalyDataModule (class in otx.algorithms.anomaly.adapters.anomalib.data) OtxAnomalyTask (class in otx.algorithms.anomaly.tools.sample) OTXClassificationTask (class in otx.algorithms.classification.task) OTXDetDataset (class in otx.algorithms.detection.adapters.mmdet) OTXDetectionAsyncPipeline (class in otx.api.utils.async_pipeline) OTXDetectionTask (class in otx.algorithms.detection.task) OTXLoggerHook (class in otx.algorithms.common.adapters.mmcv) OTXLoggerHook.Curve (class in otx.algorithms.common.adapters.mmcv) OTXOpenVinoDataLoader (class in otx.algorithms.common.utils) (class in otx.algorithms.visual_prompting.tasks.openvino) OTXOVActionCls (class in otx.algorithms.action.adapters) OTXOVActionDet (class in otx.algorithms.action.adapters) OTXProgressHook (class in otx.algorithms.common.adapters.mmcv) OTXSegDataset (class in otx.algorithms.segmentation.adapters.mmseg) OTXSegmentationTask (class in otx.algorithms.segmentation.task) OTXTask (class in otx.algorithms.common.tasks.base_task) OTXVisualPromptingDataModule (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) OTXVisualPromptingDataset (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) OTXZeroShotVisualPromptingDataset (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset) output_path (otx.cli.manager.ConfigManager property) output_shapes (otx.core.ov.models.OVModel property) outputs (otx.core.ov.models.OVModel property) overall_dice (otx.api.usecases.evaluation.DiceAverage property) override_parameters() (in module otx.cli.utils.config) OVModel (class in otx.core.ov.models)

P

Pad (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.transforms) PadimAnomalyBaseConfig (class in otx.algorithms.anomaly.configs.base) PadimAnomalyBaseConfig.LearningParameters (class in otx.algorithms.anomaly.configs.base) PadimAnomalyClassificationConfig (class in otx.algorithms.anomaly.configs.classification.padim) PadimAnomalyDetectionConfig (class in otx.algorithms.anomaly.configs.detection.padim) PadimAnomalySegmentationConfig (class in otx.algorithms.anomaly.configs.segmentation.padim) PadV1 (class in otx.core.ov.ops) parameter_overrides (otx.api.entities.model_template.HyperParameterData attribute) parameters() (otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models.Decoder class method) (otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models.ImageEncoder class method) ParameterV0 (class in otx.core.ov.ops) parse() (otx.core.ov.models.ParserMixin method) parse_args() (in module otx.algorithms.action.tools.sample_classification) (in module otx.algorithms.action.tools.sample_detection) (in module otx.algorithms.action.utils.convert_public_data_to_cvat) (in module otx.algorithms.anomaly.tools.sample) (in module otx.algorithms.classification.tools.classification_sample) (in module otx.algorithms.detection.tools.detection_sample) (in module otx.algorithms.detection.tools.detection_semisl_sample) (in module otx.algorithms.detection.tools.instance_segmentation_sample) (in module otx.algorithms.segmentation.tools.segmentation_sample) (in module otx.cli.tools.find) parse_devices() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator static method) parse_img_record() (in module otx.algorithms.action.utils.data) parse_model_template() (in module otx.api.entities.model_template) parse_model_template_from_dict() (in module otx.api.entities.model_template) parser() (otx.core.ov.models.ParserMixin static method) ParserMixin (class in otx.core.ov.models) patch() (otx.core.patcher.Patcher method) PatchEmbed (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) Patcher (class in otx.core.patcher) PatchMerging (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) path (otx.api.entities.image.Image property) (otx.api.entities.media.IMedia2DEntity property) Performance (class in otx.api.entities.metrics) performance (otx.api.entities.model.ModelEntity property) (otx.api.entities.resultset.ResultSetEntity property) performance_improvement (otx.api.entities.model.ModelEntity property) Point (class in otx.api.entities.shapes.polygon) Polygon (class in otx.api.entities.shapes.polygon) PolyScalarScheduler (class in otx.algorithms.segmentation.adapters.mmseg) PositionEmbeddingRandom (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder) post_process() (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method) postprocess() (otx.algorithms.action.adapters.OTXOVActionCls method) (otx.algorithms.action.adapters.OTXOVActionDet method) (otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models.Decoder method) postprocess_masks() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything class method) postprocess_tile() (otx.api.utils.tiler.Tiler method)

POTQuantizationPreset (class in otx.algorithms.common.configs) pre_backward() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) pre_pipeline() (otx.algorithms.detection.adapters.mmdet.OTXDetDataset static method) pre_process() (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method) pre_process_image_encoder() (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) precision (otx.api.entities.model.ModelEntity property) precision_per_class() (in module otx.api.usecases.evaluation) predecessors() (otx.core.ov.graph.Graph method) predict() (otx.algorithms.detection.adapters.openvino.task.BaseInferencerWithConverter method) (otx.algorithms.detection.adapters.openvino.task.OpenVINOTileClassifierWrapper method) (otx.algorithms.segmentation.adapters.openvino.OpenVINOSegmentationInferencer method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOVisualPromptingInferencer method) (otx.algorithms.visual_prompting.tasks.openvino.OpenVINOZeroShotVisualPromptingInferencer method) (otx.api.usecases.exportable_code.inference.IInferencer method) (otx.api.utils.tiler.Tiler method) predict_async() (otx.api.utils.tiler.Tiler method) predict_dataloader() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) predict_masks() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder.SAMMaskDecoder method) predict_step() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) predict_sync() (otx.api.utils.tiler.Tiler method) PREDICTION (otx.api.entities.annotation.AnnotationSceneKind attribute) prediction_dataset (otx.api.entities.resultset.ResultSetEntity property) PReluV0 (class in otx.core.ov.ops) prepare_data_per_node (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule attribute) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule attribute) prepare_test_img() (otx.algorithms.detection.adapters.mmdet.OTXDetDataset method) prepare_train_img() (otx.algorithms.detection.adapters.mmdet.OTXDetDataset method) preprocess() (otx.algorithms.action.adapters.OTXOVActionCls method) (otx.algorithms.action.adapters.OTXOVActionDet method) (otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models.Decoder method) (otx.algorithms.visual_prompting.adapters.openvino.model_wrappers.openvino_models.ImageEncoder method) previous_revision (otx.api.entities.model.ModelEntity property) previous_trained_revision (otx.api.entities.model.ModelEntity property) primary_score (otx.api.entities.metrics.MultiScorePerformance property) print_result() (otx.hpo.HyperBand method) PriorBoxClusteredV0 (class in otx.core.ov.ops) PriorBoxV0 (class in otx.core.ov.ops) process_saliency_maps (otx.api.entities.explain_parameters.ExplainParameters attribute) (otx.api.entities.inference_parameters.InferenceParameters attribute) progress (otx.algorithms.common.adapters.mmcv.OTXProgressHook property) ProgressCallback (class in otx.algorithms.anomaly.adapters.anomalib.callbacks) PromptGetter (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything) ProposalV4 (class in otx.core.ov.ops) purpose (otx.api.entities.datasets.DatasetEntity property) (otx.api.entities.resultset.ResultSetEntity property) put_labels() (in module otx.cli.tools.utils.demo.visualization) put_text_on_rect_bg() (in module otx.cli.tools.utils.demo.visualization)

R

raise_value_error_if_parameter_has_unexpected_type() (in module otx.api.utils.argument_checks) random() (otx.api.entities.color.Color class method) (otx.api.entities.color.ColorEntity class method) RangeV4 (class in otx.core.ov.ops) raw_infer() (otx.api.usecases.tasks.interfaces.inference_interface.IRawInference method) read() (otx.cli.tools.utils.demo.images_capture.CameraCapWrapper method) (otx.cli.tools.utils.demo.images_capture.DirReader method) (otx.cli.tools.utils.demo.images_capture.ImagesCapture method) (otx.cli.tools.utils.demo.images_capture.ImreadWrapper method) (otx.cli.tools.utils.demo.images_capture.VideoCapWrapper method) read_ava_csv() (in module otx.algorithms.action.utils.convert_public_data_to_cvat) read_binary() (in module otx.cli.utils.io) read_deployed_model() (in module otx.cli.utils.io) read_label_schema() (in module otx.cli.utils.io) read_model() (in module otx.cli.utils.io) read_openvino_model() (in module otx.cli.utils.io) read_py_config() (in module otx.algorithms.common.utils) read_pytorch_model() (in module otx.cli.utils.io) recall_per_class() (in module otx.api.usecases.evaluation) record() (otx.cli.utils.experiment.CpuUsageRecorder method) (otx.cli.utils.experiment.GpuUsageRecorder method) (otx.cli.utils.experiment.ResourceRecorder method) Rectangle (class in otx.api.entities.shapes.rectangle) red (otx.api.entities.color.ColorEntity property) ReduceLROnPlateauLrUpdaterHook (class in otx.algorithms.common.adapters.mmcv) ReduceMeanV1 (class in otx.core.ov.ops) ReduceMinV1 (class in otx.core.ov.ops) ReduceProdV1 (class in otx.core.ov.ops) ReduceSumV1 (class in otx.core.ov.ops) RegionYoloV0 (class in otx.core.ov.ops) register() (otx.core.ov.ops.OperationRegistry method) (otx.core.ov.registry.Registry method) Registry (class in otx.cli.registry) (class in otx.core.ov.registry) registry_dict (otx.core.ov.registry.Registry property) ReluV0 (class in otx.core.ov.ops) remove() (otx.api.entities.datasets.DatasetEntity method) remove_at_indices() (otx.api.entities.datasets.DatasetEntity method) remove_edges() (otx.api.entities.graph.Graph method) (otx.api.entities.interfaces.graph_interface.IGraph method) remove_label() (otx.api.entities.label_schema.LabelGroup method) remove_node() (otx.api.entities.graph.Graph method) (otx.api.entities.label_schema.LabelTree method) (otx.core.ov.graph.Graph method) remove_normalize_nodes() (otx.core.ov.graph.Graph method)

remove_unused_label_entities() (otx.core.data.adapter.base_dataset_adapter.BaseDatasetAdapter method) rename_and_copy() (in module otx.algorithms.action.utils.convert_public_data_to_cvat) render_result() (otx.api.usecases.exportable_code.demo.demo_package.AsyncExecutor method) replace_activation() (in module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob) replace_node() (otx.core.ov.graph.Graph method) replace_norm() (in module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob) report() (otx.cli.utils.experiment.CpuUsageRecorder method) (otx.cli.utils.experiment.GpuUsageRecorder method) (otx.cli.utils.experiment.ResourceRecorder method) report_score() (otx.hpo.HyperBand method) representation (otx.api.entities.id.ID property) reshape() (otx.algorithms.action.adapters.OTXOVActionDet static method) ReshapeV1 (class in otx.core.ov.ops) resize_masks() (otx.api.utils.tiler.Tiler method) ResizeLongestSide (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.pipelines.sam_transforms) resolve_labels_greedily() (otx.api.entities.label_schema.LabelSchemaEntity method) resolve_labels_probabilistic() (otx.api.entities.label_schema.LabelSchemaEntity method) ResourceRecorder (class in otx.cli.utils.experiment) ResourceTracker (class in otx.cli.utils.experiment) ResultMediaEntity (class in otx.api.entities.result_media) ResultSetEntity (class in otx.api.entities.resultset) ResultsetPurpose (class in otx.api.entities.resultset) ResultV0 (class in otx.core.ov.ops) resume (otx.api.entities.train_parameters.TrainParameters attribute) resume_model_weight() (otx.cli.utils.hpo.TaskEnvironmentManager method) rgb_tuple (otx.api.entities.color.Color property) roi (otx.api.entities.dataset_item.DatasetItemEntity property) roi_numpy() (otx.api.entities.dataset_item.DatasetItemEntity method) (otx.api.entities.image.Image method) (otx.api.entities.media.IMedia2DEntity method) ROIPoolingV0 (class in otx.core.ov.ops) RotatedRectToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) row_labels (otx.api.entities.metrics.MatrixMetric property) Rule (class in otx.api.configuration) run() (otx.algorithms.common.adapters.mmcv.AccuracyAwareRunner method) (otx.algorithms.common.adapters.mmcv.IterBasedRunnerWithCancel method) (otx.api.usecases.exportable_code.demo.demo_package.AsyncExecutor method) (otx.api.usecases.exportable_code.demo.demo_package.ChainExecutor method) (otx.api.usecases.exportable_code.demo.demo_package.SyncExecutor method) (otx.cli.utils.hpo.Trainer method) run_child_process() (otx.cli.utils.multi_gpu.MultiGPUManager static method) run_hpo() (in module otx.cli.utils.hpo) (otx.cli.utils.hpo.HpoRunner method) run_hpo_loop() (in module otx.hpo) run_trial() (in module otx.cli.utils.hpo)

S

SAMDetectorMixin (class in otx.algorithms.detection.adapters.mmdet.models.detectors) SAMImageEncoder (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_image_encoder) SAMMaskDecoder (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder) SAMOptimizerHook (class in otx.algorithms.common.adapters.mmcv) sample_masked_feats() (otx.algorithms.segmentation.adapters.mmseg.DetConB method) sampler (otx.algorithms.common.adapters.torch.dataloaders.ComposedDL property) SAMPromptEncoder (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.encoders.sam_prompt_encoder) save_checkpoint() (otx.algorithms.common.adapters.mmcv.AccuracyAwareRunner method) save_initial_weight() (otx.cli.utils.hpo.TaskEnvironmentManager method) save_model (otx.api.entities.train_parameters.TrainParameters attribute) save_model() (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.common.tasks.nncf_task.NNCFBaseTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) (otx.algorithms.visual_prompting.tasks.inference.ZeroShotTask method) (otx.api.entities.optimization_parameters.OptimizationParameters method) (otx.api.entities.train_parameters.TrainParameters method) (otx.api.usecases.tasks.interfaces.training_interface.ITrainingTask method) save_model_data() (in module otx.cli.utils.io) save_results() (otx.hpo.HyperBand method) save_saliency_output() (in module otx.cli.utils.io) scale() (otx.algorithms.common.adapters.torch.amp.xpu_grad_scaler.XPUGradScaler method) ScatterNDUpdateV3 (class in otx.core.ov.ops) ScatterUpdateV3 (class in otx.core.ov.ops) score (otx.api.entities.metrics.Performance property) ScoredLabel (class in otx.api.entities.scored_label) ScoreMetric (class in otx.api.entities.metrics) SegmentAnything (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything) SegmentationConfig (class in otx.algorithms.segmentation.configs.base) SegmentationDatasetAdapter (class in otx.core.data.adapter.segmentation_dataset_adapter) SegmentationToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) select_masks() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) SelfSLClassificationDatasetAdapter (class in otx.core.data.adapter.classification_dataset_adapter) SelfSLMLP (class in otx.algorithms.segmentation.adapters.mmseg) SelfSLSegmentationDatasetAdapter (class in otx.core.data.adapter.segmentation_dataset_adapter) SeluV0 (class in otx.core.ov.ops) SemiSLClsHook (class in otx.algorithms.common.adapters.mmcv) send_cmd_results() (in module otx.cli.utils.telemetry) send_version() (in module otx.cli.utils.telemetry) set_arguments_to_argv() (in module otx.cli.utils.multi_gpu) set_common_labels() (otx.core.data.adapter.segmentation_dataset_adapter.SegmentationDatasetAdapter method) set_cursor_pos() (otx.api.utils.shape_drawer.Helpers method) set_data() (otx.api.entities.model.ModelEntity method) set_default_config() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) set_default_thresholds() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.PromptGetter method) set_empty_reference_info() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) set_epoch() (otx.algorithms.common.adapters.torch.dataloaders.ComposedDL.DummySampler method) (otx.cli.utils.hpo.TaskEnvironmentManager method) set_graph() (otx.api.entities.graph.Graph method) set_hyper_parameter_using_str_key() (otx.cli.utils.hpo.TaskEnvironmentManager method) set_hyper_parameters() (otx.api.entities.task_environment.TaskEnvironment method) set_labels() (otx.api.entities.annotation.Annotation method) set_layer_lr_decay() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.TinyViT method) set_metadata() (otx.api.entities.dataset_item.DatasetItemEntity method) set_metrics() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) set_model() (otx.api.usecases.reporting.Callback method) set_models() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) set_params() (otx.api.usecases.reporting.Callback method) set_random_seed() (in module otx.algorithms.common.utils) set_seed() (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) set_step_params() (otx.algorithms.segmentation.adapters.mmseg.DetConB method) set_voc_labels() (otx.core.data.adapter.segmentation_dataset_adapter.SegmentationDatasetAdapter method) setup() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) setup_device() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator method) setup_multi_gpu_train() (otx.cli.utils.multi_gpu.MultiGPUManager method) setup_optimizers() (otx.algorithms.anomaly.adapters.anomalib.strategies.SingleXPUStrategy method) setup_tiler() (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer method) sha256 (otx.api.entities.model_template.Dependency attribute) Shape (class in otx.api.entities.shapes.shape) shape (otx.api.entities.annotation.Annotation property) (otx.api.entities.tensor.TensorEntity property) (otx.core.ov.ops.Operation property)

shape_as_ellipse() (otx.api.utils.shape_factory.ShapeFactory static method) shape_as_polygon() (otx.api.utils.shape_factory.ShapeFactory static method) shape_as_rectangle() (otx.api.utils.shape_factory.ShapeFactory static method) shape_produces_valid_crop() (otx.api.utils.shape_factory.ShapeFactory static method) ShapeDrawer (class in otx.api.utils.shape_drawer) ShapeDrawer.EllipseDrawer (class in otx.api.utils.shape_drawer) ShapeDrawer.PolygonDrawer (class in otx.api.utils.shape_drawer) ShapeDrawer.RectangleDrawer (class in otx.api.utils.shape_drawer) ShapeDrawer.TopLeftDrawer (class in otx.api.utils.shape_drawer) ShapeEntity (class in otx.api.entities.shapes.shape) ShapeFactory (class in otx.api.utils.shape_factory) ShapeOfV0 (class in otx.core.ov.ops) ShapeOfV3 (class in otx.core.ov.ops) shapes (otx.api.entities.annotation.AnnotationSceneEntity property) ShapeType (class in otx.api.entities.shapes.shape) ShortDefaultsHelpFormatter (class in otx.cli.utils.parser) show() (otx.api.usecases.exportable_code.visualizers.IVisualizer method) (otx.api.usecases.exportable_code.visualizers.Visualizer method) ShuffleChannelsV0 (class in otx.core.ov.ops) SigmoidV0 (class in otx.core.ov.ops) simple_test() (otx.algorithms.detection.adapters.mmdet.models.detectors.CustomMaskRCNNTileOptimized method) (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor method) simple_test_bboxes() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead method) single_run() (otx.api.usecases.exportable_code.demo.demo_package.ChainExecutor method) SingleRoIExtractor (class in otx.algorithms.detection.adapters.mmdet.models.roi_heads.roi_extractors) SingleXPUStrategy (class in otx.algorithms.anomaly.adapters.anomalib.strategies) size (otx.api.entities.model_template.Dependency attribute) SmallExpandFFN (class in otx.algorithms.detection.adapters.mmdet.models.layers) SoftMaxV0 (class in otx.core.ov.ops) SoftMaxV1 (class in otx.core.ov.ops) sort_items() (otx.api.entities.datasets.DatasetEntity method) source (otx.api.entities.model_template.Dependency attribute) split_local_global_dataset() (in module otx.api.utils.dataset_utils) split_local_global_resultset() (in module otx.api.utils.dataset_utils) split_outputs() (otx.algorithms.detection.adapters.mmdet.models.heads.CustomDINOHead static method) SplitV1 (class in otx.core.ov.ops) squeeze__default() (in module otx.algorithms.common.adapters.mmdeploy) SqueezeV0 (class in otx.core.ov.ops) SSDAnchorGeneratorClustered (class in otx.algorithms.detection.adapters.mmdet.models.heads) start() (otx.cli.utils.experiment.ResourceTracker method) state_dict() (otx.algorithms.anomaly.adapters.anomalib.plugins.MixedPrecisionXPUPlugin method) state_dict_hook() (otx.algorithms.detection.adapters.mmdet.models.detectors.MeanTeacher static method) (otx.algorithms.segmentation.adapters.mmseg.DetConB static method) (otx.algorithms.segmentation.adapters.mmseg.MeanTeacherSegmentor static method) step() (otx.algorithms.common.adapters.nncf.AccuracyAwareLrUpdater method) StepScalarScheduler (class in otx.algorithms.segmentation.adapters.mmseg) STFPMAnomalyBaseConfig (class in otx.algorithms.anomaly.configs.base) STFPMAnomalyBaseConfig.LearningParameters (class in otx.algorithms.anomaly.configs.base) STFPMAnomalyBaseConfig.LearningParameters.EarlyStoppingParameters (class in otx.algorithms.anomaly.configs.base) STFPMAnomalyClassificationConfig (class in otx.algorithms.anomaly.configs.classification.stfpm) STFPMAnomalyDetectionConfig (class in otx.algorithms.anomaly.configs.detection.stfpm) STFPMAnomalySegmentationConfig (class in otx.algorithms.anomaly.configs.segmentation.stfpm) stop() (otx.algorithms.common.adapters.mmcv.EpochRunnerWithCancel method) (otx.cli.utils.experiment.ResourceTracker method) StopLossNanTrainingHook (class in otx.algorithms.common.adapters.mmcv) str2bool() (in module otx.cli.utils.parser) StridedSliceV1 (class in otx.core.ov.ops) sub_title_to_str() (in module otx.cli.utils.report) subgraph() (otx.api.entities.label_schema.LabelTree method) Subset (class in otx.api.entities.subset) subset (otx.api.entities.dataset_item.DatasetItemEntity property) substitute_parameter_overrides() (otx.api.entities.model_template.HyperParameterData method) substitute_values() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) substitute_values_for_lifecycle() (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) SubtractV1 (class in otx.core.ov.ops) successors() (otx.core.ov.graph.Graph method) summary() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) SupConDetConB (class in otx.algorithms.segmentation.adapters.mmseg) supports_auto_hpo() (otx.api.entities.model_template.ModelTemplate method) SwishV4 (class in otx.core.ov.ops) sync_batchnorm_2_batchnorm() (in module otx.algorithms.common.adapters.torch.utils) SyncExecutor (class in otx.api.usecases.exportable_code.demo.demo_package)

T

tags (otx.api.entities.model.ModelEntity property) TanhV0 (class in otx.core.ov.ops) TanV0 (class in otx.core.ov.ops) target_device (otx.api.entities.model.ModelEntity property) target_device_type (otx.api.entities.model.ModelEntity property) TargetDevice (class in otx.api.entities.model_template) task_config_to_str() (in module otx.cli.utils.report) TASK_PREDICTION (otx.api.entities.annotation.AnnotationSceneKind attribute) task_type (otx.api.usecases.exportable_code.demo.demo_package.ModelContainer property) (otx.cli.utils.hpo.TaskManager property) task_type_to_label_domain() (in module otx.api.entities.model_template) TaskEnvironment (class in otx.api.entities.task_environment) TaskEnvironmentManager (class in otx.cli.utils.hpo) TaskFamily (class in otx.api.entities.model_template) TaskInfo (class in otx.api.entities.model_template) TaskManager (class in otx.cli.utils.hpo) TaskType (class in otx.api.entities.model_template) teardown() (otx.algorithms.anomaly.adapters.anomalib.accelerators.XPUAccelerator method) template_info_to_str() (in module otx.cli.utils.report) TensorEntity (class in otx.api.entities.tensor) test_dataloader() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) TextChartInfo (class in otx.api.entities.metrics) TextMetricsGroup (class in otx.api.entities.metrics) ThreadedStreamer (class in otx.api.usecases.exportable_code.streamer) tile() (otx.api.utils.tiler.Tiler method) Tiler (class in otx.api.utils.tiler) TileV0 (class in otx.core.ov.ops) time_remaining_from_progress() (otx.api.utils.time_utils.TimeEstimator method) TimeEstimator (class in otx.api.utils.time_utils) timeit() (in module otx.api.utils.time_utils) TimeMonitorCallback (class in otx.api.usecases.reporting) TinyViT (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) TinyViTBlock (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit) to_dict() (otx.api.configuration.Rule method) (otx.api.configuration.UIRules method) to_dynamic_model() (in module otx.core.ov.utils) to_heat_mask() (otx.api.usecases.exportable_code.visualizers.AnomalyVisualizer static method) TopKV3 (class in otx.core.ov.ops) topological_sort() (otx.api.entities.graph.MultiDiGraph method) (otx.core.ov.graph.Graph method) train() (in module otx.algorithms.detection.adapters.mmdet.models.backbones.imgclsmob) (in module otx.cli.tools.train) (otx.algorithms.action.task.OTXActionTask method) (otx.algorithms.anomaly.tasks.TrainingTask method) (otx.algorithms.anomaly.tools.sample.OtxAnomalyTask method) (otx.algorithms.classification.task.OTXClassificationTask method) (otx.algorithms.common.adapters.mmcv.EpochRunnerWithCancel method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.detection.task.OTXDetectionTask method) (otx.algorithms.segmentation.adapters.mmseg.LiteHRNet method) (otx.algorithms.segmentation.task.OTXSegmentationTask method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.tiny_vit.Attention method) (otx.algorithms.visual_prompting.tasks.train.TrainingTask method) (otx.api.usecases.tasks.interfaces.training_interface.ITrainingTask method)

train_dataloader() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) train_dataset (otx.api.entities.model.ModelEntity property) train_fn() (otx.algorithms.common.adapters.mmcv.AccuracyAwareRunner method) train_step() (otx.algorithms.detection.adapters.mmdet.models.detectors.SAMDetectorMixin method) (otx.algorithms.segmentation.adapters.mmseg.DetConB method) Trainer (class in otx.cli.utils.hpo) training_duration (otx.api.entities.model.ModelEntity property) training_epoch_end() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) training_step() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything.ZeroShotSegmentAnything method) TrainingProgressCallback (class in otx.algorithms.common.utils) TrainingStallException TrainingTask (class in otx.algorithms.anomaly.tasks) (class in otx.algorithms.visual_prompting.tasks.train) TrainParameters (class in otx.api.entities.train_parameters) TrainType (class in otx.algorithms.common.configs) transform_inputs() (otx.algorithms.segmentation.adapters.mmseg.DetConB method) TransposeV1 (class in otx.core.ov.ops) TrialStatus (class in otx.hpo) TwoCropTransformHook (class in otx.algorithms.common.adapters.mmcv) TwoWayAttentionBlock (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder) TwoWayTransformer (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.decoders.sam_mask_decoder) type (otx.api.configuration.ConfigurableParameters attribute) (otx.api.entities.label_schema.LabelTree property) (otx.api.entities.metrics.VisualizationInfo property) (otx.api.entities.shapes.shape.ShapeEntity property) (otx.core.ov.ops.Operation property) type() (otx.api.entities.metrics.CountMetric static method) (otx.api.entities.metrics.CurveMetric static method) (otx.api.entities.metrics.DateMetric static method) (otx.api.entities.metrics.DurationMetric static method) (otx.api.entities.metrics.InfoMetric static method) (otx.api.entities.metrics.MatrixMetric static method) (otx.api.entities.metrics.MetricEntity static method) (otx.api.entities.metrics.NullMetric static method) (otx.api.entities.metrics.ScoreMetric static method)

U

UIRules (class in otx.api.configuration) UncopiableDefaultDict (class in otx.algorithms.common.utils) unload() (otx.algorithms.anomaly.tasks.InferenceTask method) (otx.algorithms.common.tasks.base_task.OTXTask method) (otx.algorithms.visual_prompting.tasks.inference.InferenceTask method) (otx.api.usecases.tasks.interfaces.unload_interface.IUnload method) unnormalize_name() (in module otx.core.ov.utils) unpatch() (otx.core.patcher.Patcher method) UnrecoverableTaskException UnsqueezeV0 (class in otx.core.ov.ops) update() (otx.api.entities.metadata.VideoMetadata method) (otx.api.utils.time_utils.TimeEstimator method)

update_anomalib_config() (in module otx.algorithms.anomaly.adapters.anomalib.config) update_data_config() (otx.cli.manager.ConfigManager method) update_progress (otx.api.entities.inference_parameters.InferenceParameters attribute) (otx.api.entities.train_parameters.TrainParameters attribute) update_progress() (otx.api.entities.explain_parameters.ExplainParameters method) (otx.api.entities.inference_parameters.InferenceParameters method) (otx.api.entities.optimization_parameters.OptimizationParameters method) (otx.api.entities.train_parameters.TrainParameters method) update_visual_prompting_config() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.config.visual_prompting_config) UpdateProgressCallback (class in otx.api.entities.train_parameters)

V

val_dataloader() (otx.algorithms.anomaly.adapters.anomalib.data.OTXAnomalyDataModule method) (otx.algorithms.visual_prompting.adapters.pytorch_lightning.datasets.dataset.OTXVisualPromptingDataModule method) val_step() (otx.algorithms.segmentation.adapters.mmseg.DetConB method) validate() (in module otx.algorithms.classification.tools.classification_sample) (in module otx.api.configuration.cfg_helper) (in module otx.api.configuration.otx_config_helper) validation_epoch_end() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) validation_fn() (otx.algorithms.common.adapters.mmcv.AccuracyAwareRunner method) validation_step() (otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.segment_anything.SegmentAnything method) VariadicSplitV1 (class in otx.core.ov.ops) version (otx.api.entities.model.ModelEntity property) (otx.core.ov.ops.Operation property) vfnet_to_atss_targets() (otx.algorithms.detection.adapters.mmdet.models.heads.CrossDatasetDetectorHead method) video_delay() (otx.api.usecases.exportable_code.visualizers.IVisualizer method) (otx.api.usecases.exportable_code.visualizers.Visualizer method)

VideoCapWrapper (class in otx.cli.tools.utils.demo.images_capture) VideoMetadata (class in otx.api.entities.metadata) VideoStreamer (class in otx.api.usecases.exportable_code.streamer) VisualizationInfo (class in otx.api.entities.metrics) VisualizationType (class in otx.api.entities.metrics) Visualizer (class in otx.api.usecases.exportable_code.visualizers) VisualPromptingBaseConfig (class in otx.algorithms.visual_prompting.configs.base.configuration) VisualPromptingConfig (class in otx.algorithms.visual_prompting.configs.sam_tiny_vit.configuration) (class in otx.algorithms.visual_prompting.configs.sam_vit_b.configuration) (class in otx.algorithms.visual_prompting.configs.zero_shot_sam_tiny_vit.configuration) (class in otx.algorithms.visual_prompting.configs.zero_shot_sam_vit_b.configuration) VisualPromptingDatasetAdapter (class in otx.core.data.adapter.visual_prompting_dataset_adapter) VisualPromptingToAnnotationConverter (class in otx.api.usecases.exportable_code.prediction_to_annotation_converter) ViT (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit)

W

width (otx.api.entities.dataset_item.DatasetItemEntity property) (otx.api.entities.image.Image property) (otx.api.entities.media.IMedia2DEntity property) (otx.api.entities.result_media.ResultMediaEntity property) (otx.api.entities.shapes.ellipse.Ellipse property) (otx.api.entities.shapes.rectangle.Rectangle property)

window_partition() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) window_unpartition() (in module otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.backbones.vit) with_empty_annotations() (otx.api.entities.datasets.DatasetEntity method) wrap() (otx.api.entities.dataset_item.DatasetItemEntity method)

X

x_center (otx.api.entities.shapes.ellipse.Ellipse property) XPUAccelerator (class in otx.algorithms.anomaly.adapters.anomalib.accelerators)

XPUGradScaler (class in otx.algorithms.common.adapters.torch.amp.xpu_grad_scaler) xs (otx.api.entities.metrics.CurveMetric property)

Y

y_center (otx.api.entities.shapes.ellipse.Ellipse property)

YamlFilePathCheck (class in otx.api.utils.argument_checks) ys (otx.api.entities.metrics.CurveMetric property)

Z

ZeroShotInferenceCallback (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.callbacks.inference)

ZeroShotSegmentAnything (class in otx.algorithms.visual_prompting.adapters.pytorch_lightning.models.visual_prompters.zero_shot_segment_anything) ZeroShotTask (class in otx.algorithms.visual_prompting.tasks.inference)