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_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_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.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_device_count() (otx.algo.accelerators.XPUAccelerator static method) B backbone (otx.algo.classification.torchvision_model.TVModelForHLabelCls attribute) (otx.algo.classification.torchvision_model.TVModelForMulticlassCls attribute) (otx.algo.classification.torchvision_model.TVModelForMultilabelCls attribute) 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) 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) 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.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_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) 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) 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) 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) 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.visual_prompting.OTXVisualPromptingModelExporter 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.ExplainableOTXDetModel method) (otx.core.model.instance_segmentation.ExplainableOTXInstanceSegModel 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.YOLOv9Criterion 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) (otx.core.model.visual_prompting.OVVisualPromptingModel 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.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.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 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_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_classification_layers() (otx.core.model.detection.OTXDetectionModel 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.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.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.OVVisualPromptingModel 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_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_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) I ignore_aliases() (in module otx.core.config) 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.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_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.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) 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) 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.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_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.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) 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.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.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.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.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.exporter.visual_prompting otx.core.metrics otx.core.model otx.core.model.anomaly otx.core.model.base otx.core.model.classification otx.core.model.detection 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.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.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_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.core.model.visual_prompting.OVVisualPromptingModel 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.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.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.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.exporter.visual_prompting module otx.core.metrics module otx.core.model module otx.core.model.anomaly module otx.core.model.base module otx.core.model.classification module otx.core.model.detection 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.recipe module otx.tools module otx.tools.converter module otx.tools.templates module otx.utils module otx_install() (in module otx.cli.install) 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.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) 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) 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) 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_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.mmengine_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) (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) 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) 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) 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) 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) SchedulerCallableSupportAdaptiveBS (class in otx.core.schedulers) SegLabelInfo (class in otx.core.types) SegmentationTileMerge (class in otx.core.utils.tile_merge) 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) 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.visual_prompting.OTXVisualPromptingModel method) (otx.core.model.visual_prompting.OVVisualPromptingModel 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.utils.mmengine_utils.InstanceData method) to_dict() (otx.algo.utils.mmengine_utils.InstanceData method) to_exportable_code() (otx.core.exporter.base.OTXModelExporter 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.native.OTXNativeModelExporter method) (otx.core.exporter.visual_prompting.OTXVisualPromptingModelExporter method) to_openvino() (otx.core.exporter.base.OTXModelExporter 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.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) 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) 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.OVVisualPromptingModel 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 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 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)