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.OTXDataItem 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.OTXDataItem static method) ConfigConverter (class in otx.tools.converter) configure_accelerator() (otx.engine.Engine method) configure_callbacks() (otx.core.model.anomaly.OTXAnomaly method) (otx.engine.Engine method) configure_loggers() (otx.engine.Engine 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.OTXPredBatch 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.OTXDataItem attribute) img_info (otx.data.OTXDataItem 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.OTXDataItem attribute) keys() (otx.algo.utils.utils.InstanceData method) L label (otx.data.OTXDataItem 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.OTXDataItem 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) OTXDataBatch (class in otx.data) OTXDataItem (class in otx.data) 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) OTXPredBatch (class in otx.data) OTXPredItem (class in otx.data) 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) pin_memory() (otx.data.OTXDataBatch method) polygon_to_bitmap() (in module otx.core.utils.mask_util) polygon_to_rle() (in module otx.core.utils.mask_util) polygons (otx.data.OTXDataItem attribute) 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) to_tv_image() (otx.data.OTXDataItem method) torch_hub_load() (in module otx.algo.utils.utils) 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) (otx.core.model.detection.OTXDetectionModel 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) wrap() (otx.data.OTXDataBatch method) (otx.data.OTXDataItem method) 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)