Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y | Z _ __call__() (otx.algo.utils.weight_init.ConstantInit method) (otx.algo.utils.weight_init.KaimingInit method) (otx.algo.utils.weight_init.NormalInit method) (otx.algo.utils.weight_init.PretrainedInit method) (otx.algo.utils.weight_init.TruncNormalInit method) (otx.algo.utils.weight_init.UniformInit method) (otx.algo.utils.weight_init.XavierInit method) (otx.core.optimizer.OptimizerCallableSupportHPO method) (otx.core.schedulers.LinearWarmupSchedulerCallable method) (otx.core.schedulers.SchedulerCallableSupportHPO method) A absolute_path() (in module otx.cli.utils) activated (otx.core.schedulers.LinearWarmupScheduler property) AdaptiveTrainScheduling (class in otx.algo.callbacks.adaptive_train_scheduling) add_argument() (otx.cli.utils.help_formatter.CustomHelpFormatter method), [1] add_hardware_suffix_to_torch() (in module otx.cli.utils.installation) add_install_parser() (in module otx.cli.install) add_list_type_arguments() (in module otx.cli.utils.jsonargparse) add_subcommands() (otx.cli.cli.OTXCLI method) add_usage() (otx.cli.utils.help_formatter.CustomHelpFormatter method), [1] all_items() (otx.algo.utils.mmengine_utils.InstanceData method) all_keys() (otx.algo.utils.mmengine_utils.InstanceData method) all_values() (otx.algo.utils.mmengine_utils.InstanceData method) AnomalyMixin (class in otx.core.model.anomaly) any_representer() (in module otx.core.config) append_main_proc_signal_handler() (in module otx.utils) append_signal_handler() (in module otx.utils) apply_boxes() (otx.algo.visual_prompting.ZeroShotSAM method) apply_config() (in module otx.cli.utils.jsonargparse) apply_coords() (otx.algo.visual_prompting.ZeroShotSAM method) apply_image() (otx.algo.visual_prompting.ZeroShotSAM method) apply_override() (in module otx.cli.utils.jsonargparse) apply_points() (otx.algo.visual_prompting.ZeroShotSAM method) apply_prompts() (otx.algo.visual_prompting.ZeroShotSAM method) args (otx.core.utils.cache.TrainerArgumentsCache property) as_dict() (otx.core.types.LabelInfo method) as_head_config_dict() (otx.core.types.HLabelInfo method) as_int_tuple() (in module otx.core.config) as_torch_dtype() (in module otx.core.config) AsymmetricAngularLossWithIgnore (class in otx.algo.classification.losses) ATSSCriterion (class in otx.algo.detection.losses) ATSSHead (class in otx.algo.detection.heads) auto_config() (otx.hpo.HyperBand method) auto_device_count() (otx.algo.accelerators.XPUAccelerator static method) B Backbone (class in otx.algo.object_detection_3d.backbones.monodetr_resnet) backbone (otx.algo.classification.torchvision_model.TVModelForHLabelCls attribute) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls attribute) (otx.algo.classification.torchvision_model.TVModelForMultilabelCls attribute) BackboneBase (class in otx.algo.object_detection_3d.backbones.monodetr_resnet) BackboneBuilder (class in otx.algo.object_detection_3d.backbones.monodetr_resnet) BalancedSampler (class in otx.algo.samplers) BaseInit (class in otx.algo.utils.weight_init) BaseRecognizer (class in otx.algo.action_classification) BaseSegmentationModel (class in otx.algo.segmentation.segmentors) batch_size (otx.core.config.data.SubsetConfig attribute) benchmark() (otx.engine.Engine method) best_confidence_threshold (otx.core.model.detection.OTXDetectionModel property) bias_init_with_prob() (in module otx.algo.utils.weight_init) box_cxcylrtb_to_xyxy() (in module otx.algo.object_detection_3d.utils.utils) build_activation_layer() (in module otx.algo.modules) build_norm_layer() (in module otx.algo.modules) build_padding_layer() (in module otx.algo.modules) C calculate_loss() (otx.algo.segmentation.segmentors.BaseSegmentationModel method) centerness_target() (otx.algo.detection.losses.ATSSCriterion method) channels_per_layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) classification_layers (otx.algo.classification.torchvision_model.TVModelForHLabelCls attribute) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls attribute) clone() (otx.algo.utils.mmengine_utils.InstanceData method) (otx.core.config.data.TileConfig method) ConfigConverter (class in otx.tools.converter) configure_callbacks() (otx.core.model.anomaly.OTXAnomaly method) configure_metric() (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.diffusion.OTXDiffusionModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) (otx.core.model.keypoint_detection.OVKeypointDetectionModel method) configure_optimizers() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) constant_init() (in module otx.algo.utils.weight_init) ConstantInit (class in otx.algo.utils.weight_init) Conv2dModule (class in otx.algo.modules) Conv3dModule (class in otx.algo.modules) convert() (otx.tools.converter.ConfigConverter static method) convert_conf_to_mmconfig_dict() (in module otx.core.utils.config) convert_maps_to_dict_all() (in module otx.algo.utils.xai_utils) convert_maps_to_dict_image() (in module otx.algo.utils.xai_utils) convert_maps_to_dict_predictions() (in module otx.algo.utils.xai_utils) cpu() (otx.algo.utils.mmengine_utils.InstanceData method) create() (otx.core.data.OTXDatasetFactory class method) crop_and_resize_masks() (in module otx.core.utils.mask_util) crop_and_resize_polygons() (in module otx.core.utils.mask_util) CrossEntropyLossWithIgnore (class in otx.algo.segmentation.losses) CSPDarknet (class in otx.algo.detection.backbones) cuda() (otx.algo.utils.mmengine_utils.InstanceData method) CustomHelpFormatter (class in otx.cli.utils.help_formatter) D datamodule (otx.engine.Engine property) decode_detections_for_kitti_format() (otx.core.model.detection_3d.OTX3DDetectionModel static method) decompose() (otx.algo.object_detection_3d.utils.utils.NestedTensor method) DepthAwareTransformerBuilder (class in otx.algo.object_detection_3d.heads) DepthPredictor (class in otx.algo.object_detection_3d.heads) DepthwiseSeparableConvModule (class in otx.algo.modules) detach() (otx.algo.utils.mmengine_utils.InstanceData method) DetectionTileMerge (class in otx.core.utils.tile_merge) DetrCriterion (class in otx.algo.detection.losses) device (otx.engine.Engine property) DeviceConfig (class in otx.core.config.device) DiffusionOTXModelExporter (class in otx.core.exporter.diffusion) downsample (otx.algo.classification.backbones.EfficientNetBackbone attribute) dtype_representer() (in module otx.core.config) dump_saliency_maps() (in module otx.algo.utils.xai_utils) E EarlyStoppingWithWarmup (class in otx.algo.callbacks.adaptive_early_stopping) EFFICIENTNET_CFG (otx.algo.classification.backbones.EfficientNetBackbone attribute) EfficientNetBackbone (class in otx.algo.classification.backbones) EfficientNetForHLabelCls (class in otx.algo.classification.efficientnet) EfficientNetForMulticlassCls (class in otx.algo.classification.efficientnet) EfficientNetForMultilabelCls (class in otx.algo.classification.efficientnet) EMAMeanTeacher (class in otx.algo.callbacks.ema_mean_teacher) encode_rle() (in module otx.core.utils.mask_util) Engine (class in otx.engine) engine_subcommand_parser() (otx.cli.cli.OTXCLI static method) engine_subcommands() (otx.cli.cli.OTXCLI static method) ensure_callable() (in module otx.core.utils.miscellaneous) expansion_factors_per_layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) explain() (otx.engine.Engine method) explain_mode (otx.core.model.base.OTXModel attribute) (otx.core.model.base.OTXModel property) ExplainableOTXDetModel (class in otx.core.model.detection) ExplainableOTXInstanceSegModel (class in otx.core.model.instance_segmentation) ExplainConfig (class in otx.core.config.explain) export() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.diffusion.DiffusionOTXModelExporter method) (otx.core.exporter.visual_prompting.OTXVisualPromptingModelExporter method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.segmentation.OTXSegmentationModel method) (otx.engine.Engine method) export_model_forward_context() (otx.core.model.detection.ExplainableOTXDetModel method) (otx.core.model.instance_segmentation.ExplainableOTXInstanceSegModel method) extra_repr() (otx.algo.modules.FrozenBatchNorm2d method) extract_dets_from_outputs() (otx.core.model.detection_3d.OV3DDetectionModel static method) extract_feat() (otx.algo.action_classification.BaseRecognizer method) extract_features() (otx.algo.classification.backbones.TimmBackbone method) (otx.algo.segmentation.segmentors.BaseSegmentationModel method) F FCNHead (class in otx.algo.segmentation.heads) fill_conv() (otx.algo.action_classification.MoViNetBackbone static method) fill_se_config() (otx.algo.action_classification.MoViNetBackbone static method) final_block_channels (otx.algo.classification.backbones.EfficientNetBackbone attribute) flatten_dict() (in module otx.cli.utils.jsonargparse) format_help() (otx.cli.utils.help_formatter.CustomHelpFormatter method), [1] forward() (otx.algo.action_classification.BaseRecognizer method) (otx.algo.action_classification.MoViNetHead method) (otx.algo.action_classification.X3DBackbone method) (otx.algo.action_classification.X3DHead method) (otx.algo.classification.backbones.TimmBackbone method) (otx.algo.classification.backbones.TorchvisionBackbone method) (otx.algo.classification.backbones.VisionTransformer method) (otx.algo.classification.heads.HierarchicalCBAMClsHead method) (otx.algo.classification.heads.HierarchicalLinearClsHead method) (otx.algo.classification.heads.HierarchicalNonLinearClsHead method) (otx.algo.classification.heads.LinearClsHead method) (otx.algo.classification.heads.MultiLabelLinearClsHead method) (otx.algo.classification.heads.MultiLabelNonLinearClsHead method) (otx.algo.classification.heads.VisionTransformerClsHead method) (otx.algo.classification.losses.AsymmetricAngularLossWithIgnore method) (otx.algo.detection.losses.ATSSCriterion method) (otx.algo.detection.losses.DetrCriterion method) (otx.algo.detection.losses.RTMDetCriterion method) (otx.algo.detection.losses.SSDCriterion method) (otx.algo.detection.losses.YOLOv9Criterion method) (otx.algo.detection.losses.YOLOXCriterion method) (otx.algo.modules.DepthwiseSeparableConvModule method) (otx.algo.modules.FrozenBatchNorm2d method) (otx.algo.object_detection_3d.backbones.monodetr_resnet.BackboneBase method) (otx.algo.object_detection_3d.backbones.monodetr_resnet.Joiner method) (otx.algo.object_detection_3d.detectors.monodetr.MonoDETR method) (otx.algo.object_detection_3d.heads.DepthPredictor method) (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) (otx.algo.object_detection_3d.matchers.HungarianMatcher3D method) (otx.algo.segmentation.losses.CrossEntropyLossWithIgnore method) (otx.algo.segmentation.segmentors.BaseSegmentationModel method) (otx.algo.segmentation.segmentors.MeanTeacher method) (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) forward_explain() (otx.algo.classification.efficientnet.EfficientNetForHLabelCls method) (otx.algo.classification.efficientnet.EfficientNetForMulticlassCls method) (otx.algo.classification.efficientnet.EfficientNetForMultilabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForHLabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMulticlassCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMultilabelCls method) (otx.algo.classification.timm_model.TimmModelForHLabelCls method) (otx.algo.classification.timm_model.TimmModelForMulticlassCls method) (otx.algo.classification.timm_model.TimmModelForMultilabelCls method) (otx.algo.classification.torchvision_model.TVModelForHLabelCls method) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls method) (otx.algo.classification.torchvision_model.TVModelForMultilabelCls method) (otx.algo.classification.vit.ForwardExplainMixInForViT method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.detection.ExplainableOTXDetModel method) (otx.core.model.instance_segmentation.ExplainableOTXInstanceSegModel method) (otx.core.model.segmentation.OTXSegmentationModel method) forward_for_tracing() (otx.algo.classification.efficientnet.EfficientNetForHLabelCls method) (otx.algo.classification.efficientnet.EfficientNetForMulticlassCls method) (otx.algo.classification.efficientnet.EfficientNetForMultilabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForHLabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMulticlassCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMultilabelCls method) (otx.algo.classification.timm_model.TimmModelForHLabelCls method) (otx.algo.classification.timm_model.TimmModelForMulticlassCls method) (otx.algo.classification.timm_model.TimmModelForMultilabelCls method) (otx.algo.classification.torchvision_model.TVModelForHLabelCls method) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls method) (otx.algo.classification.torchvision_model.TVModelForMultilabelCls method) (otx.algo.classification.vit.ForwardExplainMixInForViT method) (otx.core.model.action_classification.OTXActionClsModel method) (otx.core.model.base.OTXModel method) (otx.core.model.classification.OTXHlabelClsModel method) (otx.core.model.classification.OTXMulticlassClsModel method) (otx.core.model.classification.OTXMultilabelClsModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) (otx.core.model.segmentation.OTXSegmentationModel method) forward_tiles() (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.segmentation.OTXSegmentationModel method) ForwardExplainMixInForViT (class in otx.algo.classification.vit) from_callable() (otx.core.optimizer.OptimizerCallableSupportHPO class method) (otx.core.schedulers.SchedulerCallableSupportHPO class method) from_config() (otx.engine.Engine class method) from_dm_label_groups() (otx.core.types.HLabelInfo class method) (otx.core.types.LabelInfo class method) from_dm_label_groups_arrow() (otx.core.types.HLabelInfo class method) (otx.core.types.LabelInfo class method) from_json() (otx.core.types.HLabelInfo class method) (otx.core.types.LabelInfo class method) (otx.core.types.NullLabelInfo class method) from_model_name() (otx.engine.Engine class method) from_num_classes() (otx.core.types.LabelInfo class method) (otx.core.types.SegLabelInfo class method) FrozenBatchNorm2d (class in otx.algo.modules) G GELAN (class in otx.algo.detection.backbones) generate() (otx.core.data.TransformLibFactory class method) get() (otx.algo.utils.mmengine_utils.InstanceData method) get_adaptive_num_workers() (in module otx.core.utils.utils) get_best_config() (otx.hpo.HyperBand method) get_cdn_matched_indices() (otx.algo.detection.losses.DetrCriterion static method) get_ckpt_label_info_v1() (otx.core.model.base.OTXModel static method) get_classification_layers() (otx.core.model.action_classification.OTXActionClsModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.detection_3d.OTX3DDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) get_cli_usage_docstring() (in module otx.cli.utils.help_formatter) get_config_optim() (otx.algo.classification.backbones.TimmBackbone method) get_config_value() (otx.cli.cli.OTXCLI method) get_configuration() (in module otx.cli.utils.jsonargparse) get_cuda_suffix() (in module otx.cli.utils.installation) get_cuda_version() (in module otx.cli.utils.installation) get_default_num_async_infer_requests() (in module otx.core.utils.build) get_defaults_with_overrides() (in module otx.cli.utils.jsonargparse) get_device_stats() (otx.algo.accelerators.XPUAccelerator method) get_dist_info() (in module otx.algo.utils.mmengine_utils) get_dummy_input() (otx.core.model.action_classification.OTXActionClsModel method) (otx.core.model.action_classification.OVActionClsModel method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.classification.OTXHlabelClsModel method) (otx.core.model.classification.OTXMulticlassClsModel method) (otx.core.model.classification.OTXMultilabelClsModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.detection_3d.OTX3DDetectionModel method) (otx.core.model.detection_3d.OV3DDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) (otx.core.model.segmentation.OTXSegmentationModel method) (otx.core.model.visual_prompting.OTXVisualPromptingModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) get_explain_fn() (otx.algo.classification.vit.ForwardExplainMixInForViT method) (otx.core.model.base.OTXModel method) (otx.core.model.detection.ExplainableOTXDetModel method) (otx.core.model.instance_segmentation.ExplainableOTXInstanceSegModel method) get_hardware_suffix() (in module otx.cli.utils.installation) get_idx_list_per_classes() (in module otx.core.utils.utils) get_instantiated_classes() (in module otx.cli.utils.jsonargparse) get_intermediate_layers() (otx.algo.classification.backbones.VisionTransformer method) get_mmcv_install_args() (in module otx.cli.utils.installation) get_module_version() (in module otx.cli.utils.installation) get_next_sample() (otx.hpo.HyperBand method) get_num_anchors() (otx.core.model.detection.ExplainableOTXDetModel method) get_onnx_dummy_inputs() (otx.core.exporter.visual_prompting.OTXVisualPromptingModelExporter method) get_otx_root_path() (in module otx.core.utils.imports) get_parallel_devices() (otx.algo.accelerators.XPUAccelerator static method) get_preprocess_shape() (otx.algo.visual_prompting.ZeroShotSAM method) get_progress() (otx.hpo.HyperBand method) get_pylogger() (in module otx.core.utils.pylogger) get_requirements() (in module otx.cli.utils.installation) get_results_from_head() (otx.core.model.instance_segmentation.ExplainableOTXInstanceSegModel method) get_saliency_maps_from_masks() (otx.core.utils.tile_merge.InstanceSegTileMerge method) get_short_docstring() (in module otx.cli.utils.jsonargparse) get_subcommand_parser() (otx.cli.cli.OTXCLI method) get_torch_install_args() (in module otx.cli.utils.installation) get_trainer_constructor_args() (otx.core.utils.cache.TrainerArgumentsCache static method) get_valid_label_mask() (otx.algo.segmentation.segmentors.BaseSegmentationModel method) get_verbosity_subcommand() (in module otx.cli.utils.help_formatter) GPUMemMonitor (class in otx.algo.callbacks.gpu_mem_monitor) H has_gap (otx.algo.classification.vit.ForwardExplainMixInForViT property) head_forward_fn() (otx.algo.classification.vit.ForwardExplainMixInForViT method) HierarchicalCBAMClsHead (class in otx.algo.classification.heads) HierarchicalLinearClsHead (class in otx.algo.classification.heads) HierarchicalNonLinearClsHead (class in otx.algo.classification.heads) HLabelInfo (class in otx.core.types) hparams_initial (otx.core.data.OTXDataModule property) HpoConfig (class in otx.core.config.hpo) HungarianMatcher3D (class in otx.algo.object_detection_3d.matchers) HyperBand (class in otx.hpo) I ignore_aliases() (in module otx.core.config) import_object_from_module() (in module otx.core.utils.utils) infer() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) init_block_channels (otx.algo.classification.backbones.EfficientNetBackbone attribute) init_parser() (otx.cli.cli.OTXCLI method) init_weights() (otx.algo.action_classification.MoViNetHead method) (otx.algo.action_classification.X3DBackbone method) (otx.algo.action_classification.X3DHead method) (otx.algo.classification.backbones.VisionTransformer method) (otx.algo.classification.heads.VisionTransformerClsHead method) initialize() (in module otx.algo.utils.weight_init) initialize_reference_info() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) input_size (otx.algo.classification.torchvision_model.TVModelForMultilabelCls attribute) (otx.core.config.data.SubsetConfig attribute) (otx.core.model.anomaly.AnomalyMixin property) input_size_multiplier (otx.core.model.base.OTXModel attribute) InstanceData (class in otx.algo.utils.mmengine_utils) InstanceSegTileMerge (class in otx.core.utils.tile_merge) instantiate() (otx.tools.converter.ConfigConverter static method) instantiate_callbacks() (in module otx.core.utils.instantiators) instantiate_classes() (otx.cli.cli.OTXCLI method) instantiate_engine() (otx.cli.cli.OTXCLI method) instantiate_loggers() (in module otx.core.utils.instantiators) instantiate_model() (otx.cli.cli.OTXCLI method) instantiate_sampler() (in module otx.core.utils.instantiators) interpolate_1d() (otx.algo.object_detection_3d.heads.DepthPredictor method) interpolate_depth_embed() (otx.algo.object_detection_3d.heads.DepthPredictor method) interpolate_pos_encoding() (otx.algo.classification.backbones.VisionTransformer method) is_available() (otx.algo.accelerators.XPUAccelerator static method) is_ckpt_for_finetuning() (in module otx.core.utils.utils) is_ckpt_from_otx_v1() (in module otx.core.utils.utils) is_done() (otx.hpo.HyperBand method) is_seq_of() (in module otx.algo.utils.mmengine_utils) is_tuple_of() (in module otx.algo.utils.mmengine_utils) items() (otx.algo.utils.mmengine_utils.InstanceData method) IterationTimer (class in otx.algo.callbacks.iteration_timer) J Joiner (class in otx.algo.object_detection_3d.backbones.monodetr_resnet) K kaiming_init() (in module otx.algo.utils.weight_init) KaimingInit (class in otx.algo.utils.weight_init) kernel_sizes_per_layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) keys() (otx.algo.utils.mmengine_utils.InstanceData method) L label_info (otx.core.model.base.OTXModel property) LabelInfo (class in otx.core.types) layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) learn() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) LightHamHead (class in otx.algo.segmentation.heads) LinearClsHead (class in otx.algo.classification.heads) LinearWarmupScheduler (class in otx.core.schedulers) LinearWarmupSchedulerCallable (class in otx.core.schedulers) list_override() (in module otx.cli.utils.jsonargparse) LiteHRNetBackbone (class in otx.algo.segmentation.backbones) load_action_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_checkpoint() (in module otx.algo.utils.mmengine_utils) load_checkpoint_to_model() (in module otx.algo.utils.mmengine_utils) load_cls_deit_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_cls_effnet_b0_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_cls_effnet_v2_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_cls_mobilenet_v3_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_common_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_det_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_from_http() (in module otx.algo.utils.mmengine_utils) load_from_otx_v1_ckpt() (otx.algo.classification.efficientnet.EfficientNetForHLabelCls method) (otx.algo.classification.efficientnet.EfficientNetForMulticlassCls method) (otx.algo.classification.efficientnet.EfficientNetForMultilabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForHLabelCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMulticlassCls method) (otx.algo.classification.mobilenet_v3.MobileNetV3ForMultilabelCls method) (otx.algo.classification.timm_model.TimmModelForHLabelCls method) (otx.algo.classification.timm_model.TimmModelForMulticlassCls method) (otx.algo.classification.timm_model.TimmModelForMultilabelCls method) (otx.algo.classification.vit.VisionTransformerForHLabelCls method) (otx.algo.classification.vit.VisionTransformerForMulticlassCls method) (otx.algo.classification.vit.VisionTransformerForMultilabelCls method) (otx.core.model.base.OTXModel method) load_iseg_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_pretrained() (otx.algo.classification.backbones.VisionTransformer method) load_reference_info() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) load_seg_lite_hrnet_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_seg_segnext_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_ssd_ckpt() (otx.algo.utils.support_otx_v1.OTXv1Helper static method) load_state_dict() (in module otx.algo.utils.mmengine_utils) (otx.core.model.base.OTXModel method) load_state_dict_incrementally() (otx.core.model.base.OTXModel method) load_state_dict_pre_hook() (otx.algo.action_classification.MoViNetRecognizer static method) (otx.core.model.base.OTXModel method) loss() (otx.algo.action_classification.BaseRecognizer method) loss_3dcenter() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_angles() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_boxes() (otx.algo.detection.losses.DetrCriterion method) (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_depth_map() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_depths() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_dims() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_giou() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_labels() (otx.algo.object_detection_3d.losses.MonoDETRCriterion method) loss_labels_vfl() (otx.algo.detection.losses.DetrCriterion method) loss_map (otx.algo.object_detection_3d.losses.MonoDETRCriterion property) loss_name (otx.algo.segmentation.losses.CrossEntropyLossWithIgnore property) lr_scheduler_step() (otx.core.model.base.OTXModel method) M main() (in module otx.cli) make_res_layer() (otx.algo.action_classification.X3DBackbone method) map_class_names() (otx.core.model.base.OTXModel static method) MeanTeacher (class in otx.algo.segmentation.segmentors) merge() (otx.core.utils.tile_merge.DetectionTileMerge method) (otx.core.utils.tile_merge.InstanceSegTileMerge method) (otx.core.utils.tile_merge.SegmentationTileMerge method) (otx.core.utils.tile_merge.TileMerge method) metadata (otx.core.exporter.anomaly.OTXAnomalyModelExporter property) (otx.core.exporter.base.OTXModelExporter property) metainfo (otx.algo.utils.mmengine_utils.InstanceData property) metainfo_items() (otx.algo.utils.mmengine_utils.InstanceData method) metainfo_keys() (otx.algo.utils.mmengine_utils.InstanceData method) metainfo_values() (otx.algo.utils.mmengine_utils.InstanceData method) metric (otx.core.model.base.OTXModel property) mim_installation() (in module otx.cli.utils.installation) MobileNetV3Backbone (class in otx.algo.classification.backbones) MobileNetV3ForHLabelCls (class in otx.algo.classification.mobilenet_v3) MobileNetV3ForMulticlassCls (class in otx.algo.classification.mobilenet_v3) MobileNetV3ForMultilabelCls (class in otx.algo.classification.mobilenet_v3) model (otx.engine.Engine property) model_adapter_parameters (otx.core.model.action_classification.OVActionClsModel property) (otx.core.model.base.OVModel property) module otx otx.algo otx.algo.accelerators otx.algo.action_classification otx.algo.anomaly otx.algo.callbacks otx.algo.callbacks.adaptive_early_stopping otx.algo.callbacks.adaptive_train_scheduling otx.algo.callbacks.ema_mean_teacher otx.algo.callbacks.gpu_mem_monitor otx.algo.callbacks.iteration_timer otx.algo.callbacks.unlabeled_loss_warmup otx.algo.classification otx.algo.classification.backbones otx.algo.classification.efficientnet otx.algo.classification.heads otx.algo.classification.losses otx.algo.classification.mobilenet_v3 otx.algo.classification.timm_model otx.algo.classification.torchvision_model otx.algo.classification.vit otx.algo.detection otx.algo.detection.backbones otx.algo.detection.heads otx.algo.detection.losses otx.algo.modules otx.algo.object_detection_3d otx.algo.object_detection_3d.backbones otx.algo.object_detection_3d.backbones.monodetr_resnet otx.algo.object_detection_3d.detectors otx.algo.object_detection_3d.detectors.monodetr otx.algo.object_detection_3d.heads otx.algo.object_detection_3d.losses otx.algo.object_detection_3d.matchers otx.algo.object_detection_3d.utils otx.algo.object_detection_3d.utils.utils otx.algo.samplers otx.algo.segmentation otx.algo.segmentation.backbones otx.algo.segmentation.heads otx.algo.segmentation.losses otx.algo.segmentation.segmentors otx.algo.strategies otx.algo.utils otx.algo.utils.mmengine_utils otx.algo.utils.support_otx_v1 otx.algo.utils.utils otx.algo.utils.weight_init otx.algo.utils.xai_utils otx.algo.visual_prompting otx.cli otx.cli.cli otx.cli.install otx.cli.utils otx.cli.utils.help_formatter otx.cli.utils.installation otx.cli.utils.jsonargparse otx.cli.utils.workspace otx.core otx.core.config otx.core.config.data otx.core.config.device otx.core.config.explain otx.core.config.hpo otx.core.data otx.core.exporter otx.core.exporter.anomaly otx.core.exporter.base otx.core.exporter.detection_3d otx.core.exporter.diffusion otx.core.exporter.exportable_code otx.core.exporter.exportable_code.demo otx.core.exporter.native otx.core.exporter.visual_prompting otx.core.metrics otx.core.model otx.core.model.action_classification otx.core.model.anomaly otx.core.model.base otx.core.model.classification otx.core.model.detection otx.core.model.detection_3d otx.core.model.diffusion otx.core.model.instance_segmentation otx.core.model.keypoint_detection otx.core.model.rotated_detection otx.core.model.segmentation otx.core.model.visual_prompting otx.core.optimizer otx.core.schedulers otx.core.types otx.core.utils otx.core.utils.build otx.core.utils.cache otx.core.utils.config otx.core.utils.imports otx.core.utils.instantiators otx.core.utils.mask_util otx.core.utils.miscellaneous otx.core.utils.pylogger otx.core.utils.tile_merge otx.core.utils.utils otx.engine otx.hpo otx.recipe otx.tools otx.tools.converter otx.tools.templates otx.utils MonoDETR (class in otx.algo.object_detection_3d.detectors.monodetr) MonoDETRCriterion (class in otx.algo.object_detection_3d.losses) MonoDETRModel (class in otx.core.model.detection_3d) MoViNetBackbone (class in otx.algo.action_classification) MoViNetHead (class in otx.algo.action_classification) MoViNetRecognizer (class in otx.algo.action_classification) MSCAN (class in otx.algo.segmentation.backbones) MultiLabelLinearClsHead (class in otx.algo.classification.heads) MultiLabelNonLinearClsHead (class in otx.algo.classification.heads) N namespace_override() (in module otx.cli.utils.jsonargparse) NestedTensor (class in otx.algo.object_detection_3d.utils.utils) new() (otx.algo.utils.mmengine_utils.InstanceData method) nms_postprocess() (otx.core.utils.tile_merge.TileMerge method) normal_init() (in module otx.algo.utils.weight_init) NormalInit (class in otx.algo.utils.weight_init) NullLabelInfo (class in otx.core.types) num_classes (otx.core.model.base.OTXModel property) (otx.core.types.LabelInfo property) num_devices (otx.engine.Engine property) num_workers (otx.core.config.data.SubsetConfig attribute) numpy() (otx.algo.utils.mmengine_utils.InstanceData method) O on_load_checkpoint() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) on_predict_batch_end() (otx.core.model.anomaly.OTXAnomaly method) on_predict_start() (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_save_checkpoint() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) on_test_batch_end() (otx.algo.callbacks.iteration_timer.IterationTimer method) on_test_batch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) on_test_epoch_end() (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) on_test_epoch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) on_test_start() (otx.core.model.base.OTXModel method) (otx.core.model.diffusion.OTXDiffusionModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_train_batch_end() (otx.algo.callbacks.ema_mean_teacher.EMAMeanTeacher method) (otx.algo.callbacks.iteration_timer.IterationTimer method) on_train_batch_start() (otx.algo.callbacks.gpu_mem_monitor.GPUMemMonitor method) (otx.algo.callbacks.iteration_timer.IterationTimer method) (otx.algo.callbacks.unlabeled_loss_warmup.UnlabeledLossWarmUpCallback method) on_train_end() (otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling method) on_train_epoch_end() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_train_epoch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_train_start() (otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling method) (otx.algo.callbacks.ema_mean_teacher.EMAMeanTeacher method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_validation_batch_end() (otx.algo.callbacks.iteration_timer.IterationTimer method) on_validation_batch_start() (otx.algo.callbacks.gpu_mem_monitor.GPUMemMonitor method) (otx.algo.callbacks.iteration_timer.IterationTimer method) on_validation_epoch_end() (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_validation_epoch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) on_validation_start() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.diffusion.OTXDiffusionModel method) optimize() (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) (otx.engine.Engine method) OptimizerCallableSupportHPO (class in otx.core.optimizer) otx module otx.algo module otx.algo.accelerators module otx.algo.action_classification module otx.algo.anomaly module otx.algo.callbacks module otx.algo.callbacks.adaptive_early_stopping module otx.algo.callbacks.adaptive_train_scheduling module otx.algo.callbacks.ema_mean_teacher module otx.algo.callbacks.gpu_mem_monitor module otx.algo.callbacks.iteration_timer module otx.algo.callbacks.unlabeled_loss_warmup module otx.algo.classification module otx.algo.classification.backbones module otx.algo.classification.efficientnet module otx.algo.classification.heads module otx.algo.classification.losses module otx.algo.classification.mobilenet_v3 module otx.algo.classification.timm_model module otx.algo.classification.torchvision_model module otx.algo.classification.vit module otx.algo.detection module otx.algo.detection.backbones module otx.algo.detection.heads module otx.algo.detection.losses module otx.algo.modules module otx.algo.object_detection_3d module otx.algo.object_detection_3d.backbones module otx.algo.object_detection_3d.backbones.monodetr_resnet module otx.algo.object_detection_3d.detectors module otx.algo.object_detection_3d.detectors.monodetr module otx.algo.object_detection_3d.heads module otx.algo.object_detection_3d.losses module otx.algo.object_detection_3d.matchers module otx.algo.object_detection_3d.utils module otx.algo.object_detection_3d.utils.utils module otx.algo.samplers module otx.algo.segmentation module otx.algo.segmentation.backbones module otx.algo.segmentation.heads module otx.algo.segmentation.losses module otx.algo.segmentation.segmentors module otx.algo.strategies module otx.algo.utils module otx.algo.utils.mmengine_utils module otx.algo.utils.support_otx_v1 module otx.algo.utils.utils module otx.algo.utils.weight_init module otx.algo.utils.xai_utils module otx.algo.visual_prompting module otx.cli module otx.cli.cli module otx.cli.install module otx.cli.utils module otx.cli.utils.help_formatter module otx.cli.utils.installation module otx.cli.utils.jsonargparse module otx.cli.utils.workspace module otx.core module otx.core.config module otx.core.config.data module otx.core.config.device module otx.core.config.explain module otx.core.config.hpo module otx.core.data module otx.core.exporter module otx.core.exporter.anomaly module otx.core.exporter.base module otx.core.exporter.detection_3d module otx.core.exporter.diffusion module otx.core.exporter.exportable_code module otx.core.exporter.exportable_code.demo module otx.core.exporter.native module otx.core.exporter.visual_prompting module otx.core.metrics module otx.core.model module otx.core.model.action_classification module otx.core.model.anomaly module otx.core.model.base module otx.core.model.classification module otx.core.model.detection module otx.core.model.detection_3d module otx.core.model.diffusion module otx.core.model.instance_segmentation module otx.core.model.keypoint_detection module otx.core.model.rotated_detection module otx.core.model.segmentation module otx.core.model.visual_prompting module otx.core.optimizer module otx.core.schedulers module otx.core.types module otx.core.utils module otx.core.utils.build module otx.core.utils.cache module otx.core.utils.config module otx.core.utils.imports module otx.core.utils.instantiators module otx.core.utils.mask_util module otx.core.utils.miscellaneous module otx.core.utils.pylogger module otx.core.utils.tile_merge module otx.core.utils.utils module otx.engine module otx.hpo module otx.recipe module otx.tools module otx.tools.converter module otx.tools.templates module otx.utils module OTX3DDetectionModel (class in otx.core.model.detection_3d) otx_install() (in module otx.cli.install) otx_str_type_representer() (in module otx.core.config) OTXActionClsModel (class in otx.core.model.action_classification) OTXAnomaly (class in otx.core.model.anomaly) OTXAnomalyModelExporter (class in otx.core.exporter.anomaly) OTXCLI (class in otx.cli.cli) OTXDataModule (class in otx.core.data) OTXDatasetFactory (class in otx.core.data) OTXDetectionModel (class in otx.core.model.detection) OTXDiffusionModel (class in otx.core.model.diffusion) OTXHlabelClsModel (class in otx.core.model.classification) OTXInstanceSegModel (class in otx.core.model.instance_segmentation) OTXKeypointDetectionModel (class in otx.core.model.keypoint_detection) OTXModel (class in otx.core.model.base) OTXModelExporter (class in otx.core.exporter.base) OTXMulticlassClsModel (class in otx.core.model.classification) OTXMultilabelClsModel (class in otx.core.model.classification) OTXNativeModelExporter (class in otx.core.exporter.native) OTXObjectDetection3DExporter (class in otx.core.exporter.detection_3d) OTXSegmentationModel (class in otx.core.model.segmentation) OTXTaskType (class in otx.core.types) OTXv1Helper (class in otx.algo.utils.support_otx_v1) OTXVisualPromptingModel (class in otx.core.model.visual_prompting) OTXVisualPromptingModelExporter (class in otx.core.exporter.visual_prompting) OTXZeroShotVisualPromptingModel (class in otx.core.model.visual_prompting) OV3DDetectionModel (class in otx.core.model.detection_3d) OVActionClsModel (class in otx.core.model.action_classification) OVDetectionModel (class in otx.core.model.detection) OVHlabelClassificationModel (class in otx.core.model.classification) OVInstanceSegmentationModel (class in otx.core.model.instance_segmentation) OVKeypointDetectionModel (class in otx.core.model.keypoint_detection) OVModel (class in otx.core.model.base) OVMulticlassClassificationModel (class in otx.core.model.classification) OVMultilabelClassificationModel (class in otx.core.model.classification) OVRotatedDetectionModel (class in otx.core.model.rotated_detection) OVSegmentationModel (class in otx.core.model.segmentation) OVVisualPromptingModel (class in otx.core.model.visual_prompting) OVZeroShotVisualPromptingModel (class in otx.core.model.visual_prompting) P Padim (class in otx.algo.anomaly) parse_devices() (otx.algo.accelerators.XPUAccelerator static method) parse_requirements() (in module otx.cli.utils.installation) partial_instantiate_class() (in module otx.core.utils.instantiators) patch_mmaction2() (in module otx.cli.utils.installation) patch_optimizer_and_scheduler_for_hpo() (otx.core.model.base.OTXModel method) patch_update_configs() (in module otx.cli.utils.jsonargparse) polygon_to_bitmap() (in module otx.core.utils.mask_util) polygon_to_rle() (in module otx.core.utils.mask_util) pop() (otx.algo.utils.mmengine_utils.InstanceData method) postprocess() (in module otx.algo.utils.xai_utils) (otx.core.model.detection_3d.MonoDETRModel method) pre_logits() (otx.algo.classification.heads.HierarchicalCBAMClsHead method) (otx.algo.classification.heads.VisionTransformerClsHead method) predict() (otx.algo.action_classification.BaseRecognizer method) (otx.algo.classification.heads.LinearClsHead method) (otx.algo.classification.heads.VisionTransformerClsHead method) (otx.engine.Engine method) predict_dataloader() (otx.core.data.OTXDataModule method) predict_step() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.rotated_detection.RotatedMaskRCNNModel method) prepare_subcommand_kwargs() (otx.cli.cli.OTXCLI method) prepare_tokens_with_masks() (otx.algo.classification.backbones.VisionTransformer method) preprocess() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.detection_3d.MonoDETRModel method) PResNet (class in otx.algo.detection.backbones) pretrained (otx.algo.classification.torchvision_model.TVModelForHLabelCls attribute) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls attribute) (otx.algo.classification.torchvision_model.TVModelForMultilabelCls attribute) PretrainedInit (class in otx.algo.utils.weight_init) print_result() (otx.hpo.HyperBand method) process_saliency_maps() (in module otx.algo.utils.xai_utils) process_saliency_maps_in_pred_entity() (in module otx.algo.utils.xai_utils) R register_configs() (in module otx.core.config) register_load_state_dict_pre_hook() (otx.core.model.base.OTXModel method) remove_state_dict_prefix() (in module otx.core.utils.utils) render_guide() (in module otx.cli.utils.help_formatter) report_score() (otx.hpo.HyperBand method) requires_update() (otx.core.utils.cache.TrainerArgumentsCache method) RotatedMaskRCNNModel (class in otx.core.model.rotated_detection) RTDETRTransformer (class in otx.algo.detection.heads) RTMDetCriterion (class in otx.algo.detection.losses) RTMDetSepBNHead (class in otx.algo.detection.heads) run() (otx.cli.cli.OTXCLI method) run_hpo_loop() (in module otx.hpo) S SAM (class in otx.algo.visual_prompting) sampler (otx.core.config.data.SubsetConfig attribute) SamplerConfig (class in otx.core.config.data) save_config() (otx.cli.cli.OTXCLI method) save_hyperparameters() (otx.core.model.anomaly.OTXAnomaly method) save_reference_info() (otx.algo.visual_prompting.ZeroShotSAM method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) save_results() (otx.hpo.HyperBand method) SchedulerCallableSupportHPO (class in otx.core.schedulers) SegLabelInfo (class in otx.core.types) SegmentationTileMerge (class in otx.core.utils.tile_merge) SemiSLLinearClsHead (class in otx.algo.classification.heads) SemiSLVisionTransformerClsHead (class in otx.algo.classification.heads) separate_anchor() (otx.algo.detection.losses.YOLOv9Criterion method) set_crop_padded_map_flag() (in module otx.algo.utils.xai_utils) set_data() (otx.algo.utils.mmengine_utils.InstanceData method) set_field() (otx.algo.utils.mmengine_utils.InstanceData method) set_metainfo() (otx.algo.utils.mmengine_utils.InstanceData method) set_seed() (otx.cli.cli.OTXCLI method) setup() (otx.core.data.OTXDataModule method) (otx.core.model.base.OTXModel method) setup_device() (otx.algo.accelerators.XPUAccelerator method) SingleXPUStrategy (class in otx.algo.strategies) SSDCriterion (class in otx.algo.detection.losses) SSDHead (class in otx.algo.detection.heads) state_dict_hook() (otx.algo.action_classification.MoViNetRecognizer static method) step() (otx.core.schedulers.LinearWarmupScheduler method) Stfpm (class in otx.algo.anomaly) strides_per_stage (otx.algo.classification.backbones.EfficientNetBackbone attribute) subcommand (otx.cli.utils.help_formatter.CustomHelpFormatter attribute) subset_name (otx.core.config.data.SubsetConfig attribute) SubsetConfig (class in otx.core.config.data) T task (otx.core.model.anomaly.OTXAnomaly property) teardown() (otx.algo.accelerators.XPUAccelerator method) (otx.core.data.OTXDataModule method) test() (otx.engine.Engine method) test_dataloader() (otx.core.data.OTXDataModule method) test_step() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.diffusion.OTXDiffusionModel method) (otx.core.model.visual_prompting.OTXVisualPromptingModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) tile_config (otx.core.model.base.OTXModel property) TileConfig (class in otx.core.config.data) TileMerge (class in otx.core.utils.tile_merge) TimmBackbone (class in otx.algo.classification.backbones) TimmModelForHLabelCls (class in otx.algo.classification.timm_model) TimmModelForMulticlassCls (class in otx.algo.classification.timm_model) TimmModelForMultilabelCls (class in otx.algo.classification.timm_model) to() (otx.algo.object_detection_3d.utils.utils.NestedTensor method) (otx.algo.utils.mmengine_utils.InstanceData method) to_dict() (otx.algo.utils.mmengine_utils.InstanceData method) to_exportable_code() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.detection_3d.OTXObjectDetection3DExporter method) to_json() (otx.core.types.LabelInfo method) to_list() (in module otx.core.utils.config) to_onnx() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.detection_3d.OTXObjectDetection3DExporter method) (otx.core.exporter.diffusion.DiffusionOTXModelExporter method) (otx.core.exporter.native.OTXNativeModelExporter method) (otx.core.exporter.visual_prompting.OTXVisualPromptingModelExporter method) to_openvino() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.detection_3d.OTXObjectDetection3DExporter method) (otx.core.exporter.diffusion.DiffusionOTXModelExporter method) (otx.core.exporter.native.OTXNativeModelExporter method) (otx.core.exporter.visual_prompting.OTXVisualPromptingModelExporter method) to_tensor() (otx.algo.utils.mmengine_utils.InstanceData method) to_tuple() (in module otx.core.utils.config) to_tv_image (otx.core.config.data.SubsetConfig attribute) torch_hub_load() (in module otx.algo.utils.utils) TorchvisionBackbone (class in otx.algo.classification.backbones) train() (otx.algo.action_classification.X3DBackbone method) (otx.engine.Engine method) train_dataloader() (otx.core.data.OTXDataModule method) trainable_model (otx.core.model.anomaly.OTXAnomaly property) trainer (otx.engine.Engine property) trainer_params (otx.engine.Engine property) TrainerArgumentsCache (class in otx.core.utils.cache) training_step() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.classification.OTXMulticlassClsModel method) (otx.core.model.diffusion.OTXDiffusionModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) transform_fn() (otx.core.model.action_classification.OVActionClsModel method) (otx.core.model.base.OVModel method) (otx.core.model.detection_3d.OV3DDetectionModel method) transform_lib_type (otx.core.config.data.SubsetConfig attribute) TransformLibFactory (class in otx.core.data) transforms (otx.core.config.data.SubsetConfig attribute) transforms() (otx.algo.visual_prompting.ZeroShotSAM method) TrialStatus (class in otx.hpo) trunc_normal_() (in module otx.algo.utils.weight_init) trunc_normal_init() (in module otx.algo.utils.weight_init) TruncNormalInit (class in otx.algo.utils.weight_init) TVModelForHLabelCls (class in otx.algo.classification.torchvision_model) TVModelForMulticlassCls (class in otx.algo.classification.torchvision_model) TVModelForMultilabelCls (class in otx.algo.classification.torchvision_model) U uniform_init() (in module otx.algo.utils.weight_init) UniformInit (class in otx.algo.utils.weight_init) unlabeled_dataloader() (otx.core.data.OTXDataModule method) UnlabeledDataConfig (class in otx.core.config.data) UnlabeledLossWarmUpCallback (class in otx.algo.callbacks.unlabeled_loss_warmup) update() (in module otx.cli.utils.jsonargparse) (otx.algo.utils.mmengine_utils.InstanceData method) (otx.core.utils.cache.TrainerArgumentsCache method) update_cuda_version_with_available_torch_cuda_build() (in module otx.cli.utils.installation) update_init_info() (in module otx.algo.utils.weight_init) update_latest() (otx.cli.cli.OTXCLI method) V val_dataloader() (otx.core.data.OTXDataModule method) validation_step() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.visual_prompting.OTXVisualPromptingModel method) (otx.core.model.visual_prompting.OTXZeroShotVisualPromptingModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel method) (otx.core.model.visual_prompting.OVZeroShotVisualPromptingModel method) values() (otx.algo.utils.mmengine_utils.InstanceData method) verbosity_level (otx.cli.utils.help_formatter.CustomHelpFormatter attribute) VisionTransformer (class in otx.algo.classification.backbones) VisionTransformerClsHead (class in otx.algo.classification.heads) VisionTransformerForHLabelCls (class in otx.algo.classification.vit) VisionTransformerForMulticlassCls (class in otx.algo.classification.vit) VisionTransformerForMultilabelCls (class in otx.algo.classification.vit) VisualPromptingConfig (class in otx.core.config.data) W with_cls_head (otx.algo.action_classification.BaseRecognizer property) with_neck (otx.algo.action_classification.BaseRecognizer property) work_dir (otx.engine.Engine property) Workspace (class in otx.cli.utils.workspace) X X3DBackbone (class in otx.algo.action_classification) X3DHead (class in otx.algo.action_classification) xavier_init() (in module otx.algo.utils.weight_init) XavierInit (class in otx.algo.utils.weight_init) XPUAccelerator (class in otx.algo.accelerators) Y YOLOHead (class in otx.algo.detection.heads) YOLOv9Criterion (class in otx.algo.detection.losses) YOLOXCriterion (class in otx.algo.detection.losses) YOLOXHead (class in otx.algo.detection.heads) Z ZeroShotSAM (class in otx.algo.visual_prompting)