Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | X | Y _ __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.OptimizerCallableSupportAdaptiveBS method) (otx.core.schedulers.LinearWarmupSchedulerCallable method) (otx.core.schedulers.SchedulerCallableSupportAdaptiveBS 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_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.utils.InstanceData method) all_keys() (otx.algo.utils.utils.InstanceData method) all_values() (otx.algo.utils.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_config() (in module otx.cli.utils.jsonargparse) apply_override() (in module otx.cli.utils.jsonargparse) args (otx.core.utils.cache.TrainerArgumentsCache property) as_dict() (otx.core.model.base.DataInputParams method) (otx.core.types.LabelInfo method) as_head_config_dict() (otx.core.types.HLabelInfo method) as_int_tuple() (in module otx.core.config) as_ncwh() (otx.core.model.base.DataInputParams method) 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_device_count() (otx.algo.accelerators.XPUAccelerator static method) B BalancedSampler (class in otx.algo.samplers) BaseInit (class in otx.algo.utils.weight_init) BaseSegmentationModel (class in otx.algo.segmentation.segmentors) batch_size (otx.core.config.data.SubsetConfig attribute) bboxes (otx.data.TorchDataItem 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) 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) clone() (otx.algo.utils.utils.InstanceData method) (otx.core.config.data.TileConfig method) collate_fn() (otx.data.TorchDataItem static 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.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) 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_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.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.utils.InstanceData method) CustomHelpFormatter (class in otx.cli.utils.help_formatter) D DataInputParams (class in otx.core.model.base) datamodule (otx.engine.Engine property) DepthwiseSeparableConvModule (class in otx.algo.modules) detach() (otx.algo.utils.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) DFINECriterion (class in otx.algo.detection.losses) DFINETransformer (class in otx.algo.detection.heads) downsample (otx.algo.classification.backbones.EfficientNetBackbone attribute) dtype_representer() (in module otx.core.config) 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) EfficientNetHLabelCls (class in otx.algo.classification.hlabel_models) EfficientNetMulticlassCls (class in otx.algo.classification.multiclass_models) EfficientNetMultilabelCls (class in otx.algo.classification.multilabel_models) 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) ExplainConfig (class in otx.core.config.explain) export() (otx.core.exporter.base.OTXModelExporter method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.engine.Engine method) export_model_forward_context() (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) extra_repr() (otx.algo.modules.FrozenBatchNorm2d method) extract_features() (otx.algo.classification.backbones.TimmBackbone method) (otx.algo.segmentation.segmentors.BaseSegmentationModel method) F FCNHead (class in otx.algo.segmentation.heads) fgl_loss() (otx.algo.detection.losses.DFINECriterion 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.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.DFINECriterion method) (otx.algo.detection.losses.RTMDetCriterion method) (otx.algo.detection.losses.SSDCriterion method) (otx.algo.detection.losses.YOLOXCriterion method) (otx.algo.modules.DepthwiseSeparableConvModule method) (otx.algo.modules.FrozenBatchNorm2d method) (otx.algo.segmentation.losses.CrossEntropyLossWithIgnore method) (otx.algo.segmentation.segmentors.BaseSegmentationModel method) (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) forward_explain() (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.hlabel_classification.OTXHlabelClsModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.multiclass_classification.OTXMulticlassClsModel method) (otx.core.model.multilabel_classification.OTXMultilabelClsModel method) (otx.core.model.segmentation.OTXSegmentationModel method) forward_for_tracing() (otx.algo.classification.multiclass_models.EfficientNetMulticlassCls method) (otx.algo.classification.multiclass_models.MobileNetV3MulticlassCls method) (otx.algo.classification.multiclass_models.TimmModelMulticlassCls method) (otx.algo.classification.multiclass_models.TVModelMulticlassCls method) (otx.algo.classification.multilabel_models.EfficientNetMultilabelCls method) (otx.algo.classification.multilabel_models.MobileNetV3MultilabelCls method) (otx.algo.classification.multilabel_models.TimmModelMultilabelCls method) (otx.algo.classification.multilabel_models.TVModelMultilabelCls method) (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.hlabel_classification.OTXHlabelClsModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) (otx.core.model.multiclass_classification.OTXMulticlassClsModel method) (otx.core.model.multilabel_classification.OTXMultilabelClsModel 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) from_callable() (otx.core.optimizer.OptimizerCallableSupportAdaptiveBS class method) (otx.core.schedulers.SchedulerCallableSupportAdaptiveBS 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 generate() (otx.core.data.TransformLibFactory class method) get() (otx.algo.utils.utils.InstanceData method) get_adaptive_num_workers() (in module otx.core.utils.utils) get_cdn_matched_indices() (otx.algo.detection.losses.DetrCriterion static method) (otx.algo.detection.losses.DFINECriterion static method) get_ckpt_label_info_v1() (otx.core.model.base.OTXModel static 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_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.utils) get_dummy_input() (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.hlabel_classification.OTXHlabelClsModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) (otx.core.model.keypoint_detection.OTXKeypointDetectionModel method) (otx.core.model.multiclass_classification.OTXMulticlassClsModel method) (otx.core.model.multilabel_classification.OTXMultilabelClsModel method) (otx.core.model.segmentation.OTXSegmentationModel method) get_explain_fn() (otx.core.model.base.OTXModel method) (otx.core.model.detection.OTXDetectionModel method) (otx.core.model.instance_segmentation.OTXInstanceSegModel method) 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_num_anchors() (otx.core.model.detection.OTXDetectionModel method) get_otx_root_path() (in module otx.core.utils.imports) get_parallel_devices() (otx.algo.accelerators.XPUAccelerator static method) get_pylogger() (in module otx.core.utils.pylogger) get_results_from_head() (otx.core.model.instance_segmentation.OTXInstanceSegModel 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_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_xai_outputs (otx.data.TorchPredBatch property) 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) I ignore_aliases() (in module otx.core.config) image (otx.data.TorchDataItem attribute) img_info (otx.data.TorchDataItem attribute) import_object_from_module() (in module otx.core.utils.utils) init_block_channels (otx.algo.classification.backbones.EfficientNetBackbone attribute) init_parser() (otx.cli.cli.OTXCLI method) init_weights() (otx.algo.classification.backbones.VisionTransformer method) (otx.algo.classification.heads.VisionTransformerClsHead method) initialize() (in module otx.algo.utils.weight_init) input_size (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.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_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_seq_of() (in module otx.algo.utils.utils) is_tuple_of() (in module otx.algo.utils.utils) items() (otx.algo.utils.utils.InstanceData method) IterationTimer (class in otx.algo.callbacks.iteration_timer) K kaiming_init() (in module otx.algo.utils.weight_init) KaimingInit (class in otx.algo.utils.weight_init) keep_chunkify() (in module otx.core.utils.tile_merge) kernel_sizes_per_layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) keypoints (otx.data.TorchDataItem attribute) keys() (otx.algo.utils.utils.InstanceData method) L label (otx.data.TorchDataItem attribute) label_info (otx.core.model.base.OTXModel property) LabelInfo (class in otx.core.types) layers (otx.algo.classification.backbones.EfficientNetBackbone attribute) 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_checkpoint() (in module otx.algo.utils.utils) load_checkpoint_to_model() (in module otx.algo.utils.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.utils) load_from_otx_v1_ckpt() (otx.algo.classification.hlabel_models.EfficientNetHLabelCls method) (otx.algo.classification.hlabel_models.MobileNetV3HLabelCls method) (otx.algo.classification.hlabel_models.TimmModelHLabelCls method) (otx.algo.classification.hlabel_models.VisionTransformerHLabelCls method) (otx.algo.classification.multiclass_models.EfficientNetMulticlassCls method) (otx.algo.classification.multiclass_models.MobileNetV3MulticlassCls method) (otx.algo.classification.multiclass_models.TimmModelMulticlassCls method) (otx.algo.classification.multiclass_models.VisionTransformerMulticlassCls method) (otx.algo.classification.multilabel_models.EfficientNetMultilabelCls method) (otx.algo.classification.multilabel_models.MobileNetV3MultilabelCls method) (otx.algo.classification.multilabel_models.TimmModelMultilabelCls method) (otx.algo.classification.multilabel_models.VisionTransformerMultilabelCls 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_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.utils) (otx.core.model.base.OTXModel method) load_state_dict_incrementally() (otx.core.model.base.OTXModel method) load_state_dict_pre_hook() (otx.core.model.base.OTXModel method) loss_boxes() (otx.algo.detection.losses.DetrCriterion method) (otx.algo.detection.losses.DFINECriterion method) loss_labels_vfl() (otx.algo.detection.losses.DetrCriterion method) (otx.algo.detection.losses.DFINECriterion method) loss_local() (otx.algo.detection.losses.DFINECriterion method) loss_name (otx.algo.segmentation.losses.CrossEntropyLossWithIgnore property) lr_scheduler_step() (otx.core.model.base.OTXModel method) M main() (in module otx.cli) map_class_names() (otx.core.model.base.OTXModel static method) masks (otx.data.TorchDataItem attribute) 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.utils.InstanceData property) metainfo_items() (otx.algo.utils.utils.InstanceData method) metainfo_keys() (otx.algo.utils.utils.InstanceData method) metainfo_values() (otx.algo.utils.utils.InstanceData method) metric (otx.core.model.base.OTXModel property) MobileNetV3Backbone (class in otx.algo.classification.backbones) MobileNetV3HLabelCls (class in otx.algo.classification.hlabel_models) MobileNetV3MulticlassCls (class in otx.algo.classification.multiclass_models) MobileNetV3MultilabelCls (class in otx.algo.classification.multilabel_models) model (otx.engine.Engine property) model_adapter_parameters (otx.core.model.base.OVModel property) module otx otx.algo otx.algo.accelerators otx.algo.anomaly otx.algo.callbacks otx.algo.callbacks.adaptive_early_stopping otx.algo.callbacks.adaptive_train_scheduling otx.algo.callbacks.gpu_mem_monitor otx.algo.callbacks.iteration_timer otx.algo.classification otx.algo.classification.backbones otx.algo.classification.heads otx.algo.classification.hlabel_models otx.algo.classification.losses otx.algo.classification.multiclass_models otx.algo.classification.multilabel_models otx.algo.detection otx.algo.detection.backbones otx.algo.detection.heads otx.algo.detection.losses otx.algo.modules 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.support_otx_v1 otx.algo.utils.utils otx.algo.utils.weight_init otx.algo.utils.xai_utils otx.cli otx.cli.cli otx.cli.utils otx.cli.utils.help_formatter 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.data otx.core.exporter otx.core.exporter.anomaly otx.core.exporter.base otx.core.exporter.exportable_code otx.core.exporter.exportable_code.demo otx.core.exporter.native otx.core.metrics otx.core.model otx.core.model.anomaly otx.core.model.base otx.core.model.detection otx.core.model.hlabel_classification otx.core.model.instance_segmentation otx.core.model.keypoint_detection otx.core.model.multiclass_classification otx.core.model.multilabel_classification otx.core.model.segmentation otx.core.optimizer otx.core.schedulers otx.core.types otx.core.utils otx.core.utils.build otx.core.utils.cache 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.data otx.engine otx.recipe otx.tools otx.tools.converter otx.tools.templates otx.utils 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) new() (otx.algo.utils.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.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_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) on_train_batch_end() (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) on_train_end() (otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling method) on_train_epoch_end() (otx.core.model.anomaly.AnomalyMixin method) on_train_epoch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) on_train_start() (otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling 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) on_validation_epoch_start() (otx.algo.callbacks.iteration_timer.IterationTimer method) (otx.core.model.anomaly.OTXAnomaly method) (otx.core.model.base.OTXModel method) on_validation_start() (otx.core.model.anomaly.AnomalyMixin method) (otx.core.model.base.OTXModel method) optimize() (otx.core.model.base.OTXModel method) (otx.core.model.base.OVModel method) (otx.engine.Engine method) OptimizerCallableSupportAdaptiveBS (class in otx.core.optimizer) otx module otx.algo module otx.algo.accelerators 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.gpu_mem_monitor module otx.algo.callbacks.iteration_timer module otx.algo.classification module otx.algo.classification.backbones module otx.algo.classification.heads module otx.algo.classification.hlabel_models module otx.algo.classification.losses module otx.algo.classification.multiclass_models module otx.algo.classification.multilabel_models 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.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.support_otx_v1 module otx.algo.utils.utils module otx.algo.utils.weight_init module otx.algo.utils.xai_utils module otx.cli module otx.cli.cli module otx.cli.utils module otx.cli.utils.help_formatter 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.data module otx.core.exporter module otx.core.exporter.anomaly module otx.core.exporter.base module otx.core.exporter.exportable_code module otx.core.exporter.exportable_code.demo module otx.core.exporter.native module otx.core.metrics module otx.core.model module otx.core.model.anomaly module otx.core.model.base module otx.core.model.detection module otx.core.model.hlabel_classification module otx.core.model.instance_segmentation module otx.core.model.keypoint_detection module otx.core.model.multiclass_classification module otx.core.model.multilabel_classification module otx.core.model.segmentation 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.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.data module otx.engine module otx.recipe module otx.tools module otx.tools.converter module otx.tools.templates module otx.utils module otx_str_type_representer() (in module otx.core.config) 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) OTXHlabelClsModel (class in otx.core.model.hlabel_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.multiclass_classification) OTXMultilabelClsModel (class in otx.core.model.multilabel_classification) OTXNativeModelExporter (class in otx.core.exporter.native) OTXSegmentationModel (class in otx.core.model.segmentation) OTXTaskType (class in otx.core.types) OTXv1Helper (class in otx.algo.utils.support_otx_v1) OVDetectionModel (class in otx.core.model.detection) OVHlabelClassificationModel (class in otx.core.model.hlabel_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.multiclass_classification) OVMultilabelClassificationModel (class in otx.core.model.multilabel_classification) OVSegmentationModel (class in otx.core.model.segmentation) P Padim (class in otx.algo.anomaly) parse_devices() (otx.algo.accelerators.XPUAccelerator static method) partial_instantiate_class() (in module otx.core.utils.instantiators) patch_optimizer_and_scheduler_for_adaptive_bs() (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.utils.InstanceData method) postprocess() (in module otx.algo.utils.xai_utils) pre_logits() (otx.algo.classification.heads.HierarchicalCBAMClsHead method) (otx.algo.classification.heads.VisionTransformerClsHead method) predict() (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) prepare_subcommand_kwargs() (otx.cli.cli.OTXCLI method) prepare_tokens_with_masks() (otx.algo.classification.backbones.VisionTransformer method) PResNet (class in otx.algo.detection.backbones) PretrainedInit (class in otx.algo.utils.weight_init) 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) requires_update() (otx.core.utils.cache.TrainerArgumentsCache method) 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) S 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) SchedulerCallableSupportAdaptiveBS (class in otx.core.schedulers) SegLabelInfo (class in otx.core.types) SegmentationTileMerge (class in otx.core.utils.tile_merge) set_crop_padded_map_flag() (in module otx.algo.utils.xai_utils) set_data() (otx.algo.utils.utils.InstanceData method) set_field() (otx.algo.utils.utils.InstanceData method) set_metainfo() (otx.algo.utils.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) 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) 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) TimmModelHLabelCls (class in otx.algo.classification.hlabel_models) TimmModelMulticlassCls (class in otx.algo.classification.multiclass_models) TimmModelMultilabelCls (class in otx.algo.classification.multilabel_models) to() (otx.algo.utils.utils.InstanceData method) to_dict() (otx.algo.utils.utils.InstanceData method) to_exportable_code() (otx.core.exporter.base.OTXModelExporter method) to_json() (otx.core.types.LabelInfo method) to_onnx() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.native.OTXNativeModelExporter method) to_openvino() (otx.core.exporter.base.OTXModelExporter method) (otx.core.exporter.native.OTXNativeModelExporter method) to_tensor() (otx.algo.utils.utils.InstanceData method) to_tv_image (otx.core.config.data.SubsetConfig attribute) torch_hub_load() (in module otx.algo.utils.utils) TorchDataBatch (class in otx.data) TorchDataItem (class in otx.data) TorchPredBatch (class in otx.data) TorchPredItem (class in otx.data) TorchvisionBackbone (class in otx.algo.classification.backbones) train() (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) transform_fn() (otx.core.model.base.OVModel method) transform_lib_type (otx.core.config.data.SubsetConfig attribute) TransformLibFactory (class in otx.core.data) transforms (otx.core.config.data.SubsetConfig attribute) 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) TVModelHLabelCls (class in otx.algo.classification.hlabel_models) TVModelMulticlassCls (class in otx.algo.classification.multiclass_models) TVModelMultilabelCls (class in otx.algo.classification.multilabel_models) U uniform_init() (in module otx.algo.utils.weight_init) UniformInit (class in otx.algo.utils.weight_init) update() (in module otx.cli.utils.jsonargparse) (otx.algo.utils.utils.InstanceData method) (otx.core.utils.cache.TrainerArgumentsCache method) 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) values() (otx.algo.utils.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) VisionTransformerHLabelCls (class in otx.algo.classification.hlabel_models) VisionTransformerMulticlassCls (class in otx.algo.classification.multiclass_models) VisionTransformerMultilabelCls (class in otx.algo.classification.multilabel_models) W work_dir (otx.engine.Engine property) Workspace (class in otx.cli.utils.workspace) X xavier_init() (in module otx.algo.utils.weight_init) XavierInit (class in otx.algo.utils.weight_init) XPUAccelerator (class in otx.algo.accelerators) Y YOLOXCriterion (class in otx.algo.detection.losses) YOLOXHead (class in otx.algo.detection.heads)