Toggle Light / Dark / Auto color theme Toggle table of contents sidebar Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W _ __call__() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.models.reverse_distillation.loss.ReverseDistillationLoss method) (anomalib.pre_processing.pre_process.PreProcessor method) (anomalib.pre_processing.PreProcessor method) (anomalib.pre_processing.transforms.custom.Denormalize method) (anomalib.pre_processing.transforms.custom.ToNumpy method) (anomalib.pre_processing.transforms.Denormalize method) (anomalib.pre_processing.transforms.ToNumpy method) (anomalib.utils.sweep.helpers.inference.MockImageLoader method) __fold() (anomalib.pre_processing.Tiler method) (anomalib.pre_processing.tiler.Tiler method) __getitem__() (anomalib.data.btech.BTechDataset method) (anomalib.data.folder.FolderDataset method) (anomalib.data.inference.InferenceDataset method) (anomalib.data.InferenceDataset method) (anomalib.data.mvtec.MVTecDataset method) (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.SequenceINN method) __iter__() (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.SequenceINN method) (anomalib.utils.callbacks.nncf.utils.InitLoader method) __len__() (anomalib.data.btech.BTechDataset method) (anomalib.data.folder.FolderDataset method) (anomalib.data.inference.InferenceDataset method) (anomalib.data.InferenceDataset method) (anomalib.data.mvtec.MVTecDataset method) (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.SequenceINN method) (anomalib.utils.sweep.helpers.inference.MockImageLoader method) __next__() (anomalib.utils.callbacks.nncf.utils.InitLoader method) __post_init__() (anomalib.post_processing.ImageResult method) (anomalib.post_processing.visualizer.ImageResult method) __random_tile() (anomalib.pre_processing.Tiler method) (anomalib.pre_processing.tiler.Tiler method) __repr__() (anomalib.pre_processing.transforms.custom.Denormalize method) (anomalib.pre_processing.transforms.custom.ToNumpy method) (anomalib.pre_processing.transforms.Denormalize method) (anomalib.pre_processing.transforms.ToNumpy method) __set_callbacks() (anomalib.utils.cli.AnomalibCLI method) (anomalib.utils.cli.cli.AnomalibCLI method) __set_default_root_dir() (anomalib.utils.cli.AnomalibCLI method) (anomalib.utils.cli.cli.AnomalibCLI method) __unfold() (anomalib.pre_processing.Tiler method) (anomalib.pre_processing.tiler.Tiler method) __validate_size_type() (anomalib.pre_processing.Tiler static method) (anomalib.pre_processing.tiler.Tiler static method) __version__ (in module anomalib) _add_to_logger() (anomalib.utils.callbacks.visualizer.BaseVisualizerCallback method) (anomalib.utils.callbacks.visualizer.visualizer_base.BaseVisualizerCallback method) _affine() (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) _check_and_convert_path() (in module anomalib.data.folder) _collect_outputs() (anomalib.models.components.AnomalyModule static method) (anomalib.models.components.base.anomaly_module.AnomalyModule static method) (anomalib.models.components.base.AnomalyModule static method) _collect_stats() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) _compute() (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.aupr.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.aupro.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.auroc.AUROC method) _compute_adaptive_threshold() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) _construct_householder_permutation() (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) _cov() (anomalib.models.components.MultiVariateGaussian static method) (anomalib.models.components.stats.multi_variate_gaussian.MultiVariateGaussian static method) (anomalib.models.components.stats.MultiVariateGaussian static method) _create_inference_model() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback static method) (anomalib.utils.callbacks.CdfNormalizationCallback static method) _get_cait_features() (anomalib.models.fastflow.FastflowModel method) (anomalib.models.fastflow.torch_model.FastflowModel method) _get_cnn_features() (anomalib.models.fastflow.FastflowModel method) (anomalib.models.fastflow.torch_model.FastflowModel method) _get_height_and_width() (anomalib.pre_processing.pre_process.PreProcessor method) (anomalib.pre_processing.PreProcessor method) _get_vit_features() (anomalib.models.fastflow.FastflowModel method) (anomalib.models.fastflow.torch_model.FastflowModel method) _load_from_state_dict() (anomalib.models.components.base.dynamic_module.DynamicBufferModule method) (anomalib.models.components.base.DynamicBufferModule method) (anomalib.models.components.DynamicBufferModule method) _load_meta_data() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.deploy.inferencers.torch_inferencer.TorchInferencer method) (anomalib.deploy.inferencers.TorchInferencer method) (anomalib.deploy.TorchInferencer method) _load_normalization_class() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) _log_metrics() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) _make_layer() (anomalib.models.reverse_distillation.components.bottleneck.OCBE method) (anomalib.models.reverse_distillation.components.de_resnet.ResNet method) _map_layer_to_idx() (anomalib.models.components.feature_extractors.feature_extractor.FeatureExtractor method) (anomalib.models.components.feature_extractors.FeatureExtractor method) (anomalib.models.components.FeatureExtractor method) _merge_dicts_and_lists_b_into_a() (in module anomalib.utils.callbacks.nncf.utils) _normalize() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) _normalize_batch() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback static method) (anomalib.utils.callbacks.CdfNormalizationCallback static method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback static method) (anomalib.utils.callbacks.MinMaxNormalizationCallback static method) _outputs_to_cpu() (anomalib.models.components.AnomalyModule static method) (anomalib.models.components.base.anomaly_module.AnomalyModule static method) (anomalib.models.components.base.AnomalyModule static method) _permute() (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) _post_process() (anomalib.models.components.AnomalyModule static method) (anomalib.models.components.base.anomaly_module.AnomalyModule static method) (anomalib.models.components.base.AnomalyModule static method) _pre_permute() (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) _prepare_files_labels() (in module anomalib.data.folder) _rand_perlin_2d() (in module anomalib.data.utils.generators.perlin) _rand_perlin_2d_np() (in module anomalib.data.utils.generators.perlin) _reset_min_max() (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) _resnet() (in module anomalib.models.reverse_distillation.components.de_resnet) _sparse_random_matrix() (anomalib.models.components.dimensionality_reduction.random_projection.SparseRandomProjection method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method) (anomalib.models.components.SparseRandomProjection method) _standardize_batch() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback static method) (anomalib.utils.callbacks.CdfNormalizationCallback static method) _superimpose_segmentation_mask() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) _visualize_full() (anomalib.post_processing.Visualizer method) (anomalib.post_processing.visualizer.Visualizer method) _visualize_simple() (anomalib.post_processing.Visualizer method) (anomalib.post_processing.visualizer.Visualizer method) A AdaptiveThreshold (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.adaptive_threshold) add_anomalous_label() (in module anomalib.post_processing) (in module anomalib.post_processing.post_process) add_arguments_to_parser() (anomalib.utils.cli.AnomalibCLI method) (anomalib.utils.cli.cli.AnomalibCLI method) add_image() (anomalib.post_processing.visualizer.ImageGrid method) (anomalib.utils.loggers.AnomalibTensorBoardLogger method) (anomalib.utils.loggers.AnomalibWandbLogger method) (anomalib.utils.loggers.base.ImageLoggerBase method) (anomalib.utils.loggers.tensorboard.AnomalibTensorBoardLogger method) (anomalib.utils.loggers.wandb.AnomalibWandbLogger method) add_label() (in module anomalib.post_processing.post_process) add_normal_label() (in module anomalib.post_processing) (in module anomalib.post_processing.post_process) AllInOneBlock (class in anomalib.models.components.freia) (class in anomalib.models.components.freia.modules) (class in anomalib.models.components.freia.modules.all_in_one_block) anomalib module anomalib.config module anomalib.config.config module anomalib.data module anomalib.data.btech module anomalib.data.folder module anomalib.data.inference module anomalib.data.mvtec module anomalib.data.utils module anomalib.data.utils.download module anomalib.data.utils.generators module anomalib.data.utils.generators.perlin module anomalib.data.utils.image module anomalib.data.utils.split module anomalib.deploy module anomalib.deploy.inferencers module anomalib.deploy.inferencers.base_inferencer module anomalib.deploy.inferencers.openvino_inferencer module anomalib.deploy.inferencers.torch_inferencer module anomalib.deploy.optimize module anomalib.models module anomalib.models.cflow module anomalib.models.cflow.anomaly_map module anomalib.models.cflow.lightning_model module anomalib.models.cflow.torch_model module anomalib.models.cflow.utils module anomalib.models.components module anomalib.models.components.base module anomalib.models.components.base.anomaly_module module anomalib.models.components.base.dynamic_module module anomalib.models.components.dimensionality_reduction module anomalib.models.components.dimensionality_reduction.pca module anomalib.models.components.dimensionality_reduction.random_projection module anomalib.models.components.feature_extractors module anomalib.models.components.feature_extractors.feature_extractor module anomalib.models.components.filters module anomalib.models.components.filters.blur module anomalib.models.components.freia module anomalib.models.components.freia.framework module anomalib.models.components.freia.framework.sequence_inn module anomalib.models.components.freia.modules module anomalib.models.components.freia.modules.all_in_one_block module anomalib.models.components.freia.modules.base module anomalib.models.components.layers module anomalib.models.components.layers.sspcab module anomalib.models.components.sampling module anomalib.models.components.sampling.k_center_greedy module anomalib.models.components.stats module anomalib.models.components.stats.kde module anomalib.models.components.stats.multi_variate_gaussian module anomalib.models.dfkde module anomalib.models.dfkde.lightning_model module anomalib.models.dfkde.torch_model module anomalib.models.dfm module anomalib.models.dfm.lightning_model module anomalib.models.dfm.torch_model module anomalib.models.draem module anomalib.models.draem.lightning_model module anomalib.models.draem.loss module anomalib.models.draem.torch_model module anomalib.models.draem.utils module anomalib.models.draem.utils.augmenter module anomalib.models.fastflow module anomalib.models.fastflow.anomaly_map module anomalib.models.fastflow.lightning_model module anomalib.models.fastflow.loss module anomalib.models.fastflow.torch_model module anomalib.models.ganomaly module anomalib.models.ganomaly.lightning_model module anomalib.models.ganomaly.loss module anomalib.models.ganomaly.torch_model module anomalib.models.padim module anomalib.models.padim.anomaly_map module anomalib.models.padim.lightning_model module anomalib.models.padim.torch_model module anomalib.models.patchcore module anomalib.models.patchcore.anomaly_map module anomalib.models.patchcore.lightning_model module anomalib.models.patchcore.torch_model module anomalib.models.reverse_distillation module anomalib.models.reverse_distillation.anomaly_map module anomalib.models.reverse_distillation.components module anomalib.models.reverse_distillation.components.bottleneck module anomalib.models.reverse_distillation.components.de_resnet module anomalib.models.reverse_distillation.lightning_model module anomalib.models.reverse_distillation.loss module anomalib.models.reverse_distillation.torch_model module anomalib.models.stfpm module anomalib.models.stfpm.anomaly_map module anomalib.models.stfpm.lightning_model module anomalib.models.stfpm.loss module anomalib.models.stfpm.torch_model module anomalib.post_processing module anomalib.post_processing.normalization module anomalib.post_processing.normalization.cdf module anomalib.post_processing.normalization.min_max module anomalib.post_processing.post_process module anomalib.post_processing.visualizer module anomalib.pre_processing module anomalib.pre_processing.pre_process module anomalib.pre_processing.tiler module anomalib.pre_processing.transforms module anomalib.pre_processing.transforms.custom module anomalib.utils module anomalib.utils.callbacks module anomalib.utils.callbacks.cdf_normalization module anomalib.utils.callbacks.export module anomalib.utils.callbacks.graph module anomalib.utils.callbacks.metrics_configuration module anomalib.utils.callbacks.min_max_normalization module anomalib.utils.callbacks.model_loader module anomalib.utils.callbacks.nncf module anomalib.utils.callbacks.nncf.callback module anomalib.utils.callbacks.nncf.utils module anomalib.utils.callbacks.tiler_configuration module anomalib.utils.callbacks.timer module anomalib.utils.callbacks.visualizer module anomalib.utils.callbacks.visualizer.visualizer_base module anomalib.utils.callbacks.visualizer.visualizer_image module anomalib.utils.callbacks.visualizer.visualizer_metric module anomalib.utils.cli module anomalib.utils.cli.cli module anomalib.utils.loggers module anomalib.utils.loggers.base module anomalib.utils.loggers.tensorboard module anomalib.utils.loggers.wandb module anomalib.utils.metrics module anomalib.utils.metrics.adaptive_threshold module anomalib.utils.metrics.anomaly_score_distribution module anomalib.utils.metrics.aupr module anomalib.utils.metrics.aupro module anomalib.utils.metrics.auroc module anomalib.utils.metrics.collection module anomalib.utils.metrics.min_max module anomalib.utils.metrics.optimal_f1 module anomalib.utils.metrics.plotting_utils module anomalib.utils.metrics.pro module anomalib.utils.sweep module anomalib.utils.sweep.config module anomalib.utils.sweep.helpers module anomalib.utils.sweep.helpers.callbacks module anomalib.utils.sweep.helpers.inference module AnomalibCLI (class in anomalib.utils.cli) (class in anomalib.utils.cli.cli) AnomalibMetricCollection (class in anomalib.utils.metrics.collection) AnomalibTensorBoardLogger (class in anomalib.utils.loggers) (class in anomalib.utils.loggers.tensorboard) AnomalibWandbLogger (class in anomalib.utils.loggers) (class in anomalib.utils.loggers.wandb) anomaly_map (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) anomaly_map_to_color_map() (in module anomalib.post_processing) (in module anomalib.post_processing.post_process) AnomalyMapGenerator (class in anomalib.models.cflow.anomaly_map) (class in anomalib.models.fastflow.anomaly_map) (class in anomalib.models.padim.anomaly_map) (class in anomalib.models.patchcore.anomaly_map) (class in anomalib.models.reverse_distillation.anomaly_map) (class in anomalib.models.stfpm.anomaly_map) AnomalyModule (class in anomalib.models.components) (class in anomalib.models.components.base) (class in anomalib.models.components.base.anomaly_module) AnomalyScoreDistribution (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.anomaly_score_distribution) append() (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.SequenceINN method) AttentionModule (class in anomalib.models.components.layers.sspcab) augment_batch() (anomalib.models.draem.utils.Augmenter method) (anomalib.models.draem.utils.augmenter.Augmenter method) Augmenter (class in anomalib.models.draem.utils) (class in anomalib.models.draem.utils.augmenter) AUPR (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.aupr) AUPRO (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.aupro) AUROC (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.auroc) B BaseVisualizerCallback (class in anomalib.utils.callbacks.visualizer) (class in anomalib.utils.callbacks.visualizer.visualizer_base) before_instantiate_classes() (anomalib.utils.cli.AnomalibCLI method) (anomalib.utils.cli.cli.AnomalibCLI method) BTech (class in anomalib.data) (class in anomalib.data.btech) BTechDataset (class in anomalib.data.btech) C CdfNormalizationCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.cdf_normalization) Cflow (class in anomalib.models) (class in anomalib.models.cflow) (class in anomalib.models.cflow.lightning_model) cflow_head() (in module anomalib.models.cflow.utils) CflowLightning (class in anomalib.models.cflow) (class in anomalib.models.cflow.lightning_model) CflowModel (class in anomalib.models.cflow.torch_model) compose_nncf_config() (in module anomalib.utils.callbacks.nncf.utils) compute() (anomalib.utils.metrics.adaptive_threshold.AdaptiveThreshold method) (anomalib.utils.metrics.AdaptiveThreshold method) (anomalib.utils.metrics.anomaly_score_distribution.AnomalyScoreDistribution method) (anomalib.utils.metrics.AnomalyScoreDistribution method) (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.aupr.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.aupro.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.auroc.AUROC method) (anomalib.utils.metrics.min_max.MinMax method) (anomalib.utils.metrics.MinMax method) (anomalib.utils.metrics.optimal_f1.OptimalF1 method) (anomalib.utils.metrics.OptimalF1 method) (anomalib.utils.metrics.PRO method) (anomalib.utils.metrics.pro.PRO method) compute_anomaly_map() (anomalib.models.cflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator method) (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method) compute_anomaly_score() (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator static method) compute_distance() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator static method) compute_kde_scores() (anomalib.models.dfkde.torch_model.DfkdeModel method) compute_layer_loss() (anomalib.models.stfpm.loss.STFPMLoss method) compute_layer_map() (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method) compute_mask() (in module anomalib.post_processing) (in module anomalib.post_processing.post_process) compute_new_image_size() (in module anomalib.pre_processing.tiler) compute_probabilities() (anomalib.models.dfkde.torch_model.DfkdeModel method) configure_callbacks() (anomalib.models.cflow.CflowLightning method) (anomalib.models.cflow.lightning_model.CflowLightning method) (anomalib.models.draem.DraemLightning method) (anomalib.models.draem.lightning_model.DraemLightning method) (anomalib.models.fastflow.FastflowLightning method) (anomalib.models.fastflow.lightning_model.FastflowLightning method) (anomalib.models.ganomaly.GanomalyLightning method) (anomalib.models.ganomaly.lightning_model.GanomalyLightning method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillationLightning method) (anomalib.models.reverse_distillation.ReverseDistillationLightning method) (anomalib.models.stfpm.lightning_model.StfpmLightning method) (anomalib.models.stfpm.StfpmLightning method) configure_logger() (in module anomalib.utils.loggers) configure_optimizers() (anomalib.models.Cflow method) (anomalib.models.cflow.Cflow method) (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.Dfkde static method) (anomalib.models.dfkde.Dfkde static method) (anomalib.models.dfkde.lightning_model.Dfkde static method) (anomalib.models.Dfm static method) (anomalib.models.dfm.Dfm static method) (anomalib.models.dfm.lightning_model.Dfm static method) (anomalib.models.draem.DraemLightning method) (anomalib.models.draem.lightning_model.DraemLightning method) (anomalib.models.fastflow.FastflowLightning method) (anomalib.models.fastflow.lightning_model.FastflowLightning method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.Padim static method) (anomalib.models.padim.lightning_model.Padim static method) (anomalib.models.padim.Padim static method) (anomalib.models.Patchcore method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.patchcore.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method) (anomalib.models.reverse_distillation.ReverseDistillation method) (anomalib.models.ReverseDistillation method) (anomalib.models.stfpm.lightning_model.StfpmLightning method) (anomalib.models.stfpm.StfpmLightning method) connected_components_cpu() (in module anomalib.utils.metrics.pro) connected_components_gpu() (in module anomalib.utils.metrics.pro) conv1x1() (in module anomalib.models.reverse_distillation.components.bottleneck) conv3x3() (in module anomalib.models.reverse_distillation.components.bottleneck) cov() (anomalib.models.components.GaussianKDE static method) (anomalib.models.components.stats.GaussianKDE static method) (anomalib.models.components.stats.kde.GaussianKDE static method) create_fast_flow_block() (in module anomalib.models.fastflow.torch_model) create_validation_set_from_test_set() (in module anomalib.data.utils.split) D de_resnet101() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnet152() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnet18() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnet34() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnet50() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnext101_32x8d() (in module anomalib.models.reverse_distillation.components.de_resnet) de_resnext50_32x4d() (in module anomalib.models.reverse_distillation.components.de_resnet) de_wide_resnet101_2() (in module anomalib.models.reverse_distillation.components.de_resnet) de_wide_resnet50_2() (in module anomalib.models.reverse_distillation.components.de_resnet) Decoder (class in anomalib.models.ganomaly.torch_model) DecoderBasicBlock (class in anomalib.models.reverse_distillation.components.de_resnet) DecoderBottleneck (class in anomalib.models.reverse_distillation.components.de_resnet) DecoderDiscriminative (class in anomalib.models.draem.torch_model) DecoderReconstructive (class in anomalib.models.draem.torch_model) Denormalize (class in anomalib.pre_processing.transforms) (class in anomalib.pre_processing.transforms.custom) Dfkde (class in anomalib.models) (class in anomalib.models.dfkde) (class in anomalib.models.dfkde.lightning_model) DfkdeLightning (class in anomalib.models.dfkde) (class in anomalib.models.dfkde.lightning_model) DfkdeModel (class in anomalib.models.dfkde.torch_model) Dfm (class in anomalib.models) (class in anomalib.models.dfm) (class in anomalib.models.dfm.lightning_model) DfmLightning (class in anomalib.models.dfm) (class in anomalib.models.dfm.lightning_model) DFMModel (class in anomalib.models.dfm.torch_model) DIMS (in module anomalib.models.padim.torch_model) DiscriminativeSubNetwork (class in anomalib.models.draem.torch_model) Discriminator (class in anomalib.models.ganomaly.torch_model) DiscriminatorLoss (class in anomalib.models.ganomaly.loss) DownloadProgressBar (class in anomalib.data.utils) (class in anomalib.data.utils.download) downscale_image() (in module anomalib.pre_processing.tiler) Draem (class in anomalib.models) (class in anomalib.models.draem) (class in anomalib.models.draem.lightning_model) DraemLightning (class in anomalib.models.draem) (class in anomalib.models.draem.lightning_model) DraemLoss (class in anomalib.models.draem.loss) DraemModel (class in anomalib.models.draem.torch_model) duplicate_filename() (in module anomalib.data.utils.image) DynamicBufferModule (class in anomalib.models.components) (class in anomalib.models.components.base) (class in anomalib.models.components.base.dynamic_module) E Encoder (class in anomalib.models.ganomaly.torch_model) EncoderDiscriminative (class in anomalib.models.draem.torch_model) EncoderReconstructive (class in anomalib.models.draem.torch_model) expansion (anomalib.models.reverse_distillation.components.de_resnet.DecoderBasicBlock attribute) (anomalib.models.reverse_distillation.components.de_resnet.DecoderBottleneck attribute) export_convert() (in module anomalib.deploy) (in module anomalib.deploy.optimize) ExportCallback (class in anomalib.utils.callbacks.export) F Fastflow (class in anomalib.models) (class in anomalib.models.fastflow) (class in anomalib.models.fastflow.lightning_model) FastflowLightning (class in anomalib.models.fastflow) (class in anomalib.models.fastflow.lightning_model) FastflowLoss (class in anomalib.models.fastflow) (class in anomalib.models.fastflow.loss) FastflowModel (class in anomalib.models.fastflow) (class in anomalib.models.fastflow.torch_model) FeatureExtractor (class in anomalib.models.components) (class in anomalib.models.components.feature_extractors) (class in anomalib.models.components.feature_extractors.feature_extractor) fit() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.pca.PCA method) (anomalib.models.components.dimensionality_reduction.random_projection.SparseRandomProjection method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method) (anomalib.models.components.GaussianKDE method) (anomalib.models.components.MultiVariateGaussian method) (anomalib.models.components.PCA method) (anomalib.models.components.SparseRandomProjection method) (anomalib.models.components.stats.GaussianKDE method) (anomalib.models.components.stats.kde.GaussianKDE method) (anomalib.models.components.stats.multi_variate_gaussian.MultiVariateGaussian method) (anomalib.models.components.stats.MultiVariateGaussian method) (anomalib.models.dfkde.torch_model.DfkdeModel method) (anomalib.models.dfm.torch_model.DFMModel method) (anomalib.models.dfm.torch_model.SingleClassGaussian method) fit_transform() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.pca.PCA method) (anomalib.models.components.PCA method) flatten_sweep_params() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.config) Folder (class in anomalib.data) (class in anomalib.data.folder) FolderDataset (class in anomalib.data.folder) forward() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.deploy.inferencers.openvino_inferencer.OpenVINOInferencer method) (anomalib.deploy.inferencers.OpenVINOInferencer method) (anomalib.deploy.inferencers.torch_inferencer.TorchInferencer method) (anomalib.deploy.inferencers.TorchInferencer method) (anomalib.deploy.OpenVINOInferencer method) (anomalib.deploy.TorchInferencer method) (anomalib.models.cflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.cflow.torch_model.CflowModel method) (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.pca.PCA method) (anomalib.models.components.feature_extractors.feature_extractor.FeatureExtractor method) (anomalib.models.components.feature_extractors.FeatureExtractor method) (anomalib.models.components.FeatureExtractor method) (anomalib.models.components.filters.blur.GaussianBlur2d method) (anomalib.models.components.filters.GaussianBlur2d method) (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) (anomalib.models.components.freia.modules.base.InvertibleModule method) (anomalib.models.components.freia.modules.InvertibleModule method) (anomalib.models.components.freia.SequenceINN method) (anomalib.models.components.GaussianBlur2d method) (anomalib.models.components.GaussianKDE method) (anomalib.models.components.layers.SSPCAB method) (anomalib.models.components.layers.sspcab.AttentionModule method) (anomalib.models.components.layers.sspcab.SSPCAB method) (anomalib.models.components.MultiVariateGaussian method) (anomalib.models.components.PCA method) (anomalib.models.components.stats.GaussianKDE method) (anomalib.models.components.stats.kde.GaussianKDE method) (anomalib.models.components.stats.multi_variate_gaussian.MultiVariateGaussian method) (anomalib.models.components.stats.MultiVariateGaussian method) (anomalib.models.dfkde.torch_model.DfkdeModel method) (anomalib.models.dfm.torch_model.DFMModel method) (anomalib.models.dfm.torch_model.SingleClassGaussian method) (anomalib.models.draem.loss.DraemLoss method) (anomalib.models.draem.torch_model.DecoderDiscriminative method) (anomalib.models.draem.torch_model.DecoderReconstructive method) (anomalib.models.draem.torch_model.DiscriminativeSubNetwork method) (anomalib.models.draem.torch_model.DraemModel method) (anomalib.models.draem.torch_model.EncoderDiscriminative method) (anomalib.models.draem.torch_model.EncoderReconstructive method) (anomalib.models.draem.torch_model.ReconstructiveSubNetwork method) (anomalib.models.fastflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.fastflow.FastflowLoss method) (anomalib.models.fastflow.FastflowModel method) (anomalib.models.fastflow.loss.FastflowLoss method) (anomalib.models.fastflow.torch_model.FastflowModel method) (anomalib.models.ganomaly.loss.DiscriminatorLoss method) (anomalib.models.ganomaly.loss.GeneratorLoss method) (anomalib.models.ganomaly.torch_model.Decoder method) (anomalib.models.ganomaly.torch_model.Discriminator method) (anomalib.models.ganomaly.torch_model.Encoder method) (anomalib.models.ganomaly.torch_model.GanomalyModel method) (anomalib.models.ganomaly.torch_model.Generator method) (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) (anomalib.models.padim.torch_model.PadimModel method) (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator method) (anomalib.models.patchcore.torch_model.PatchcoreModel method) (anomalib.models.reverse_distillation.anomaly_map.AnomalyMapGenerator method) (anomalib.models.reverse_distillation.components.bottleneck.OCBE method) (anomalib.models.reverse_distillation.components.de_resnet.DecoderBasicBlock method) (anomalib.models.reverse_distillation.components.de_resnet.DecoderBottleneck method) (anomalib.models.reverse_distillation.components.de_resnet.ResNet method) (anomalib.models.reverse_distillation.torch_model.ReverseDistillationModel method) (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method) (anomalib.models.stfpm.loss.STFPMLoss method) (anomalib.models.stfpm.torch_model.STFPMModel method) full_state_update (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.aupro.AUPRO attribute) (anomalib.utils.metrics.min_max.MinMax attribute) (anomalib.utils.metrics.MinMax attribute) (anomalib.utils.metrics.optimal_f1.OptimalF1 attribute) (anomalib.utils.metrics.OptimalF1 attribute) G Ganomaly (class in anomalib.models) (class in anomalib.models.ganomaly) (class in anomalib.models.ganomaly.lightning_model) GanomalyLightning (class in anomalib.models.ganomaly) (class in anomalib.models.ganomaly.lightning_model) GanomalyModel (class in anomalib.models.ganomaly.torch_model) GaussianBlur2d (class in anomalib.models.components) (class in anomalib.models.components.filters) (class in anomalib.models.components.filters.blur) GaussianKDE (class in anomalib.models.components) (class in anomalib.models.components.stats) (class in anomalib.models.components.stats.kde) generate() (anomalib.post_processing.visualizer.ImageGrid method) generate_embedding() (anomalib.models.padim.torch_model.PadimModel method) (anomalib.models.patchcore.torch_model.PatchcoreModel method) generate_figure() (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.aupr.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.aupro.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.auroc.AUROC method) generate_output_image_filename() (in module anomalib.data.utils) (in module anomalib.data.utils.image) generate_perlin_noise_2d() (in module anomalib.data.utils.generators.perlin) generate_perturbation() (anomalib.models.draem.utils.Augmenter method) (anomalib.models.draem.utils.augmenter.Augmenter method) Generator (class in anomalib.models.ganomaly.torch_model) GeneratorLoss (class in anomalib.models.ganomaly.loss) get_bottleneck_layer() (in module anomalib.models.reverse_distillation.components) (in module anomalib.models.reverse_distillation.components.bottleneck) get_configurable_parameters() (in module anomalib.config) (in module anomalib.config.config) get_datamodule() (in module anomalib.data) get_decoder() (in module anomalib.models.reverse_distillation.components) (in module anomalib.models.reverse_distillation.components.de_resnet) get_experiment_logger() (in module anomalib.utils.loggers) get_features() (anomalib.models.dfkde.torch_model.DfkdeModel method) (anomalib.models.dfm.torch_model.DFMModel method) get_from_nested_config() (in module anomalib.utils.sweep.config) get_image_filenames() (in module anomalib.data.utils) (in module anomalib.data.utils.image) get_inputs() (anomalib.utils.callbacks.nncf.utils.InitLoader method) get_logp() (in module anomalib.models.cflow.utils) get_model_metadata() (in module anomalib.deploy) (in module anomalib.deploy.optimize) get_new_idx() (anomalib.models.components.KCenterGreedy method) (anomalib.models.components.sampling.k_center_greedy.KCenterGreedy method) (anomalib.models.components.sampling.KCenterGreedy method) get_openvino_throughput() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.helpers) (in module anomalib.utils.sweep.helpers.inference) get_run_config() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.config) get_sweep_callbacks() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.helpers) (in module anomalib.utils.sweep.helpers.callbacks) get_target() (anomalib.utils.callbacks.nncf.utils.InitLoader method) get_tensor_attribute() (anomalib.models.components.base.dynamic_module.DynamicBufferModule method) (anomalib.models.components.base.DynamicBufferModule method) (anomalib.models.components.DynamicBufferModule method) get_torch_throughput() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.helpers) (in module anomalib.utils.sweep.helpers.inference) get_transforms() (anomalib.pre_processing.pre_process.PreProcessor method) (anomalib.pre_processing.PreProcessor method) GraphLogger (class in anomalib.utils.callbacks.graph) gt_mask (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) H hash_check() (in module anomalib.data.utils) (in module anomalib.data.utils.download) heat_map (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) higher_is_better (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.aupro.AUPRO attribute) I image (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) ImageGrid (class in anomalib.post_processing.visualizer) ImageLoggerBase (class in anomalib.utils.loggers.base) ImageResult (class in anomalib.post_processing) (class in anomalib.post_processing.visualizer) ImageVisualizerCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.visualizer) (class in anomalib.utils.callbacks.visualizer.visualizer_image) InferenceDataset (class in anomalib.data) (class in anomalib.data.inference) Inferencer (class in anomalib.deploy) (class in anomalib.deploy.inferencers) (class in anomalib.deploy.inferencers.base_inferencer) InitLoader (class in anomalib.utils.callbacks.nncf.utils) interp1d() (anomalib.utils.metrics.AUPRO static method) (anomalib.utils.metrics.aupro.AUPRO static method) inverse_transform() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.pca.PCA method) (anomalib.models.components.PCA method) InvertibleModule (class in anomalib.models.components.freia.modules) (class in anomalib.models.components.freia.modules.base) is_differentiable (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.aupro.AUPRO attribute) is_state_nncf() (in module anomalib.utils.callbacks.nncf.utils) J johnson_lindenstrauss_min_dim() (anomalib.models.components.dimensionality_reduction.random_projection.SparseRandomProjection method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method) (anomalib.models.components.SparseRandomProjection method) K KCenterGreedy (class in anomalib.models.components) (class in anomalib.models.components.sampling) (class in anomalib.models.components.sampling.k_center_greedy) L lerp_np() (in module anomalib.data.utils.generators.perlin) load_model() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.deploy.inferencers.openvino_inferencer.OpenVINOInferencer method) (anomalib.deploy.inferencers.OpenVINOInferencer method) (anomalib.deploy.inferencers.torch_inferencer.TorchInferencer method) (anomalib.deploy.inferencers.TorchInferencer method) (anomalib.deploy.OpenVINOInferencer method) (anomalib.deploy.TorchInferencer method) load_state_dict() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) LoadModelCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.model_loader) log_jacobian() (anomalib.models.components.freia.modules.base.InvertibleModule method) (anomalib.models.components.freia.modules.InvertibleModule method) logger (in module anomalib.data.btech) (in module anomalib.data.folder) (in module anomalib.data.mvtec) (in module anomalib.models.cflow.utils) (in module anomalib.models.components.base.anomaly_module) (in module anomalib.models.dfkde.lightning_model) (in module anomalib.models.dfkde.torch_model) (in module anomalib.models.dfm.lightning_model) (in module anomalib.models.ganomaly.lightning_model) (in module anomalib.models.patchcore.lightning_model) (in module anomalib.utils.callbacks.cdf_normalization) (in module anomalib.utils.callbacks.export) (in module anomalib.utils.callbacks.model_loader) (in module anomalib.utils.callbacks.nncf.utils) (in module anomalib.utils.callbacks.timer) (in module anomalib.utils.cli.cli) M main() (in module anomalib.utils.cli.cli) make_btech_dataset() (in module anomalib.data.btech) make_dataset() (in module anomalib.data.folder) make_mvtec_dataset() (in module anomalib.data.mvtec) merge_dicts_and_lists_b_into_a() (in module anomalib.utils.callbacks.nncf.utils) MetricsConfigurationCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.metrics_configuration) MetricVisualizerCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.visualizer) (class in anomalib.utils.callbacks.visualizer.visualizer_metric) MinMax (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.min_max) MinMaxNormalizationCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.min_max_normalization) MockImageLoader (class in anomalib.utils.sweep.helpers.inference) module anomalib anomalib.config anomalib.config.config anomalib.data anomalib.data.btech anomalib.data.folder anomalib.data.inference anomalib.data.mvtec anomalib.data.utils anomalib.data.utils.download anomalib.data.utils.generators anomalib.data.utils.generators.perlin anomalib.data.utils.image anomalib.data.utils.split anomalib.deploy anomalib.deploy.inferencers anomalib.deploy.inferencers.base_inferencer anomalib.deploy.inferencers.openvino_inferencer anomalib.deploy.inferencers.torch_inferencer anomalib.deploy.optimize anomalib.models anomalib.models.cflow anomalib.models.cflow.anomaly_map anomalib.models.cflow.lightning_model anomalib.models.cflow.torch_model anomalib.models.cflow.utils anomalib.models.components anomalib.models.components.base anomalib.models.components.base.anomaly_module anomalib.models.components.base.dynamic_module anomalib.models.components.dimensionality_reduction anomalib.models.components.dimensionality_reduction.pca anomalib.models.components.dimensionality_reduction.random_projection anomalib.models.components.feature_extractors anomalib.models.components.feature_extractors.feature_extractor anomalib.models.components.filters anomalib.models.components.filters.blur anomalib.models.components.freia anomalib.models.components.freia.framework anomalib.models.components.freia.framework.sequence_inn anomalib.models.components.freia.modules anomalib.models.components.freia.modules.all_in_one_block anomalib.models.components.freia.modules.base anomalib.models.components.layers anomalib.models.components.layers.sspcab anomalib.models.components.sampling anomalib.models.components.sampling.k_center_greedy anomalib.models.components.stats anomalib.models.components.stats.kde anomalib.models.components.stats.multi_variate_gaussian anomalib.models.dfkde anomalib.models.dfkde.lightning_model anomalib.models.dfkde.torch_model anomalib.models.dfm anomalib.models.dfm.lightning_model anomalib.models.dfm.torch_model anomalib.models.draem anomalib.models.draem.lightning_model anomalib.models.draem.loss anomalib.models.draem.torch_model anomalib.models.draem.utils anomalib.models.draem.utils.augmenter anomalib.models.fastflow anomalib.models.fastflow.anomaly_map anomalib.models.fastflow.lightning_model anomalib.models.fastflow.loss anomalib.models.fastflow.torch_model anomalib.models.ganomaly anomalib.models.ganomaly.lightning_model anomalib.models.ganomaly.loss anomalib.models.ganomaly.torch_model anomalib.models.padim anomalib.models.padim.anomaly_map anomalib.models.padim.lightning_model anomalib.models.padim.torch_model anomalib.models.patchcore anomalib.models.patchcore.anomaly_map anomalib.models.patchcore.lightning_model anomalib.models.patchcore.torch_model anomalib.models.reverse_distillation anomalib.models.reverse_distillation.anomaly_map anomalib.models.reverse_distillation.components anomalib.models.reverse_distillation.components.bottleneck anomalib.models.reverse_distillation.components.de_resnet anomalib.models.reverse_distillation.lightning_model anomalib.models.reverse_distillation.loss anomalib.models.reverse_distillation.torch_model anomalib.models.stfpm anomalib.models.stfpm.anomaly_map anomalib.models.stfpm.lightning_model anomalib.models.stfpm.loss anomalib.models.stfpm.torch_model anomalib.post_processing anomalib.post_processing.normalization anomalib.post_processing.normalization.cdf anomalib.post_processing.normalization.min_max anomalib.post_processing.post_process anomalib.post_processing.visualizer anomalib.pre_processing anomalib.pre_processing.pre_process anomalib.pre_processing.tiler anomalib.pre_processing.transforms anomalib.pre_processing.transforms.custom anomalib.utils anomalib.utils.callbacks anomalib.utils.callbacks.cdf_normalization anomalib.utils.callbacks.export anomalib.utils.callbacks.graph anomalib.utils.callbacks.metrics_configuration anomalib.utils.callbacks.min_max_normalization anomalib.utils.callbacks.model_loader anomalib.utils.callbacks.nncf anomalib.utils.callbacks.nncf.callback anomalib.utils.callbacks.nncf.utils anomalib.utils.callbacks.tiler_configuration anomalib.utils.callbacks.timer anomalib.utils.callbacks.visualizer anomalib.utils.callbacks.visualizer.visualizer_base anomalib.utils.callbacks.visualizer.visualizer_image anomalib.utils.callbacks.visualizer.visualizer_metric anomalib.utils.cli anomalib.utils.cli.cli anomalib.utils.loggers anomalib.utils.loggers.base anomalib.utils.loggers.tensorboard anomalib.utils.loggers.wandb anomalib.utils.metrics anomalib.utils.metrics.adaptive_threshold anomalib.utils.metrics.anomaly_score_distribution anomalib.utils.metrics.aupr anomalib.utils.metrics.aupro anomalib.utils.metrics.auroc anomalib.utils.metrics.collection anomalib.utils.metrics.min_max anomalib.utils.metrics.optimal_f1 anomalib.utils.metrics.plotting_utils anomalib.utils.metrics.pro anomalib.utils.sweep anomalib.utils.sweep.config anomalib.utils.sweep.helpers anomalib.utils.sweep.helpers.callbacks anomalib.utils.sweep.helpers.inference MultiVariateGaussian (class in anomalib.models.components) (class in anomalib.models.components.stats) (class in anomalib.models.components.stats.multi_variate_gaussian) MVTec (class in anomalib.data) (class in anomalib.data.mvtec) MVTecDataset (class in anomalib.data.mvtec) N nearest_neighbors() (anomalib.models.patchcore.torch_model.PatchcoreModel method) nextpow2() (in module anomalib.models.draem.utils.augmenter) NNCFCallback (class in anomalib.utils.callbacks.nncf.callback) normalize() (in module anomalib.post_processing.normalization.cdf) (in module anomalib.post_processing.normalization.min_max) normalize_numpy() (in module anomalib.post_processing.normalization.cdf) normalize_torch() (in module anomalib.post_processing.normalization.cdf) NotFittedError O OCBE (class in anomalib.models.reverse_distillation.components.bottleneck) on_fit_end() (anomalib.utils.callbacks.timer.TimerCallback method) (anomalib.utils.callbacks.TimerCallback method) on_fit_start() (anomalib.utils.callbacks.timer.TimerCallback method) (anomalib.utils.callbacks.TimerCallback method) on_predict_batch_end() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.ImageVisualizerCallback method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.visualizer.ImageVisualizerCallback method) (anomalib.utils.callbacks.visualizer.visualizer_image.ImageVisualizerCallback method) on_predict_start() (anomalib.utils.callbacks.LoadModelCallback method) (anomalib.utils.callbacks.model_loader.LoadModelCallback method) on_test_batch_end() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.ImageVisualizerCallback method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.visualizer.ImageVisualizerCallback method) (anomalib.utils.callbacks.visualizer.visualizer_image.ImageVisualizerCallback method) on_test_end() (anomalib.utils.callbacks.MetricVisualizerCallback method) (anomalib.utils.callbacks.timer.TimerCallback method) (anomalib.utils.callbacks.TimerCallback method) (anomalib.utils.callbacks.visualizer.BaseVisualizerCallback method) (anomalib.utils.callbacks.visualizer.MetricVisualizerCallback method) (anomalib.utils.callbacks.visualizer.visualizer_base.BaseVisualizerCallback method) (anomalib.utils.callbacks.visualizer.visualizer_metric.MetricVisualizerCallback method) on_test_start() (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.LoadModelCallback method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.model_loader.LoadModelCallback method) (anomalib.utils.callbacks.timer.TimerCallback method) (anomalib.utils.callbacks.TimerCallback method) on_train_batch_start() (anomalib.utils.callbacks.nncf.callback.NNCFCallback method) on_train_end() (anomalib.utils.callbacks.export.ExportCallback method) (anomalib.utils.callbacks.graph.GraphLogger method) (anomalib.utils.callbacks.nncf.callback.NNCFCallback method) on_train_epoch_start() (anomalib.utils.callbacks.nncf.callback.NNCFCallback method) on_train_start() (anomalib.utils.callbacks.graph.GraphLogger method) on_validation_batch_end() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) on_validation_epoch_start() (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) on_validation_start() (anomalib.models.Dfkde method) (anomalib.models.dfkde.Dfkde method) (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.Dfm method) (anomalib.models.dfm.Dfm method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.Padim method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.padim.Padim method) (anomalib.models.Patchcore method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.patchcore.Patchcore method) OpenVINOInferencer (class in anomalib.deploy) (class in anomalib.deploy.inferencers) (class in anomalib.deploy.inferencers.openvino_inferencer) OptimalF1 (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.optimal_f1) output_dims() (anomalib.models.components.freia.AllInOneBlock method) (anomalib.models.components.freia.framework.sequence_inn.SequenceINN method) (anomalib.models.components.freia.framework.SequenceINN method) (anomalib.models.components.freia.modules.all_in_one_block.AllInOneBlock method) (anomalib.models.components.freia.modules.AllInOneBlock method) (anomalib.models.components.freia.modules.base.InvertibleModule method) (anomalib.models.components.freia.modules.InvertibleModule method) (anomalib.models.components.freia.SequenceINN method) P pad_nextpow2() (in module anomalib.data.utils.image) Padim (class in anomalib.models) (class in anomalib.models.padim) (class in anomalib.models.padim.lightning_model) PadimLightning (class in anomalib.models.padim) (class in anomalib.models.padim.lightning_model) PadimModel (class in anomalib.models.padim.torch_model) Patchcore (class in anomalib.models) (class in anomalib.models.patchcore) (class in anomalib.models.patchcore.lightning_model) PatchcoreLightning (class in anomalib.models.patchcore) (class in anomalib.models.patchcore.lightning_model) PatchcoreModel (class in anomalib.models.patchcore.torch_model) PCA (class in anomalib.models.components) (class in anomalib.models.components.dimensionality_reduction) (class in anomalib.models.components.dimensionality_reduction.pca) plot_figure() (in module anomalib.utils.metrics.plotting_utils) positional_encoding_2d() (in module anomalib.models.cflow.utils) post_process() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.deploy.inferencers.openvino_inferencer.OpenVINOInferencer method) (anomalib.deploy.inferencers.OpenVINOInferencer method) (anomalib.deploy.inferencers.torch_inferencer.TorchInferencer method) (anomalib.deploy.inferencers.TorchInferencer method) (anomalib.deploy.OpenVINOInferencer method) (anomalib.deploy.TorchInferencer method) pre_process() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.deploy.inferencers.openvino_inferencer.OpenVINOInferencer method) (anomalib.deploy.inferencers.OpenVINOInferencer method) (anomalib.deploy.inferencers.torch_inferencer.TorchInferencer method) (anomalib.deploy.inferencers.TorchInferencer method) (anomalib.deploy.OpenVINOInferencer method) (anomalib.deploy.TorchInferencer method) (anomalib.models.dfkde.torch_model.DfkdeModel method) pred_label (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) pred_mask (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) pred_score (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) predict() (anomalib.deploy.Inferencer method) (anomalib.deploy.inferencers.base_inferencer.Inferencer method) (anomalib.deploy.inferencers.Inferencer method) (anomalib.models.dfkde.torch_model.DfkdeModel method) predict_dataloader() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.Folder method) (anomalib.data.folder.Folder method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) predict_step() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) preds (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.aupro.AUPRO attribute) (anomalib.utils.metrics.PRO attribute) (anomalib.utils.metrics.pro.PRO attribute) prepare_data() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) PreProcessor (class in anomalib.pre_processing) (class in anomalib.pre_processing.pre_process) PRO (class in anomalib.utils.metrics) (class in anomalib.utils.metrics.pro) pro_score() (in module anomalib.utils.metrics.pro) R rand_augmenter() (anomalib.models.draem.utils.Augmenter method) (anomalib.models.draem.utils.augmenter.Augmenter method) rand_perlin_2d_octaves() (in module anomalib.data.utils.generators.perlin) rand_perlin_2d_octaves_np() (in module anomalib.data.utils.generators.perlin) random_2d_perlin() (in module anomalib.data.utils) (in module anomalib.data.utils.generators) (in module anomalib.data.utils.generators.perlin) read_image() (in module anomalib.data.utils) (in module anomalib.data.utils.image) ReconstructiveSubNetwork (class in anomalib.models.draem.torch_model) reset() (anomalib.utils.metrics.optimal_f1.OptimalF1 method) (anomalib.utils.metrics.OptimalF1 method) reset_distances() (anomalib.models.components.KCenterGreedy method) (anomalib.models.components.sampling.k_center_greedy.KCenterGreedy method) (anomalib.models.components.sampling.KCenterGreedy method) reshape_embedding() (anomalib.models.patchcore.torch_model.PatchcoreModel static method) ResNet (class in anomalib.models.reverse_distillation.components.de_resnet) ReverseDistillation (class in anomalib.models) (class in anomalib.models.reverse_distillation) (class in anomalib.models.reverse_distillation.lightning_model) ReverseDistillationLightning (class in anomalib.models.reverse_distillation) (class in anomalib.models.reverse_distillation.lightning_model) ReverseDistillationLoss (class in anomalib.models.reverse_distillation.loss) ReverseDistillationModel (class in anomalib.models.reverse_distillation.torch_model) S sample_coreset() (anomalib.models.components.KCenterGreedy method) (anomalib.models.components.sampling.k_center_greedy.KCenterGreedy method) (anomalib.models.components.sampling.KCenterGreedy method) save() (anomalib.post_processing.Visualizer static method) (anomalib.post_processing.visualizer.Visualizer static method) (anomalib.utils.loggers.AnomalibWandbLogger method) (anomalib.utils.loggers.wandb.AnomalibWandbLogger method) score() (anomalib.models.dfm.torch_model.DFMModel method) score_samples() (anomalib.models.dfm.torch_model.SingleClassGaussian method) segmentations (anomalib.post_processing.ImageResult attribute) (anomalib.post_processing.visualizer.ImageResult attribute) select_coreset_idxs() (anomalib.models.components.KCenterGreedy method) (anomalib.models.components.sampling.k_center_greedy.KCenterGreedy method) (anomalib.models.components.sampling.KCenterGreedy method) SequenceINN (class in anomalib.models.components.freia) (class in anomalib.models.components.freia.framework) (class in anomalib.models.components.freia.framework.sequence_inn) set_in_nested_config() (in module anomalib.utils.sweep) (in module anomalib.utils.sweep.config) set_threshold() (anomalib.utils.metrics.collection.AnomalibMetricCollection method) setup() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.Folder method) (anomalib.data.folder.Folder method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) (anomalib.utils.callbacks.cdf_normalization.CdfNormalizationCallback method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.metrics_configuration.MetricsConfigurationCallback method) (anomalib.utils.callbacks.MetricsConfigurationCallback method) (anomalib.utils.callbacks.min_max_normalization.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.nncf.callback.NNCFCallback method) (anomalib.utils.callbacks.tiler_configuration.TilerConfigurationCallback method) (anomalib.utils.callbacks.TilerConfigurationCallback method) setup_sspcab() (anomalib.models.Draem method) (anomalib.models.draem.Draem method) (anomalib.models.draem.lightning_model.Draem method) show() (anomalib.post_processing.Visualizer static method) (anomalib.post_processing.visualizer.Visualizer static method) SingleClassGaussian (class in anomalib.models.dfm.torch_model) smooth_anomaly_map() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) SparseRandomProjection (class in anomalib.models.components) (class in anomalib.models.components.dimensionality_reduction) (class in anomalib.models.components.dimensionality_reduction.random_projection) split_normal_images_in_train_set() (in module anomalib.data.utils.split) SSPCAB (class in anomalib.models.components.layers) (class in anomalib.models.components.layers.sspcab) standardize() (in module anomalib.post_processing.normalization.cdf) Stfpm (class in anomalib.models) (class in anomalib.models.stfpm) StfpmLightning (class in anomalib.models.stfpm) (class in anomalib.models.stfpm.lightning_model) STFPMLoss (class in anomalib.models.stfpm.loss) STFPMModel (class in anomalib.models.stfpm.torch_model) StrideSizeError subnet_conv_func() (in module anomalib.models.fastflow.torch_model) subnet_fc() (in module anomalib.models.cflow.utils) subsample_embedding() (anomalib.models.patchcore.torch_model.PatchcoreModel method) superimpose_anomaly_map() (in module anomalib.post_processing) (in module anomalib.post_processing.post_process) T target (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.aupro.AUPRO attribute) (anomalib.utils.metrics.PRO attribute) (anomalib.utils.metrics.pro.PRO attribute) test_dataloader() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.Folder method) (anomalib.data.folder.Folder method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) test_epoch_end() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) test_step() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) test_step_end() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) threshold (anomalib.utils.metrics.collection.AnomalibMetricCollection property) tile() (anomalib.pre_processing.Tiler method) (anomalib.pre_processing.tiler.Tiler method) Tiler (class in anomalib.pre_processing) (class in anomalib.pre_processing.tiler) TilerConfigurationCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.tiler_configuration) TimerCallback (class in anomalib.utils.callbacks) (class in anomalib.utils.callbacks.timer) ToNumpy (class in anomalib.pre_processing.transforms) (class in anomalib.pre_processing.transforms.custom) TorchInferencer (class in anomalib.deploy) (class in anomalib.deploy.inferencers) (class in anomalib.deploy.inferencers.torch_inferencer) train_dataloader() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.Folder method) (anomalib.data.folder.Folder method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) training_step() (anomalib.models.Cflow method) (anomalib.models.cflow.Cflow method) (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.Dfkde method) (anomalib.models.dfkde.Dfkde method) (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.Dfm method) (anomalib.models.dfm.Dfm method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.Draem method) (anomalib.models.draem.Draem method) (anomalib.models.draem.lightning_model.Draem method) (anomalib.models.Fastflow method) (anomalib.models.fastflow.Fastflow method) (anomalib.models.fastflow.lightning_model.Fastflow method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.Padim method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.padim.Padim method) (anomalib.models.Patchcore method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.patchcore.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method) (anomalib.models.reverse_distillation.ReverseDistillation method) (anomalib.models.ReverseDistillation method) (anomalib.models.Stfpm method) (anomalib.models.stfpm.Stfpm method) transform() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.pca.PCA method) (anomalib.models.components.dimensionality_reduction.random_projection.SparseRandomProjection method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method) (anomalib.models.components.PCA method) (anomalib.models.components.SparseRandomProjection method) U untile() (anomalib.pre_processing.Tiler method) (anomalib.pre_processing.tiler.Tiler method) up_sample() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) update() (anomalib.utils.metrics.anomaly_score_distribution.AnomalyScoreDistribution method) (anomalib.utils.metrics.AnomalyScoreDistribution method) (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.aupr.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.aupro.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.auroc.AUROC method) (anomalib.utils.metrics.collection.AnomalibMetricCollection method) (anomalib.utils.metrics.min_max.MinMax method) (anomalib.utils.metrics.MinMax method) (anomalib.utils.metrics.optimal_f1.OptimalF1 method) (anomalib.utils.metrics.OptimalF1 method) (anomalib.utils.metrics.PRO method) (anomalib.utils.metrics.pro.PRO method) update_called (anomalib.utils.metrics.collection.AnomalibMetricCollection property) update_distances() (anomalib.models.components.KCenterGreedy method) (anomalib.models.components.sampling.k_center_greedy.KCenterGreedy method) (anomalib.models.components.sampling.KCenterGreedy method) update_input_size_config() (in module anomalib.config) (in module anomalib.config.config) update_multi_gpu_training_config() (in module anomalib.config.config) update_nncf_config() (in module anomalib.config) (in module anomalib.config.config) update_to() (anomalib.data.utils.download.DownloadProgressBar method) (anomalib.data.utils.DownloadProgressBar method) upscale_image() (in module anomalib.pre_processing.tiler) V val_dataloader() (anomalib.data.BTech method) (anomalib.data.btech.BTech method) (anomalib.data.Folder method) (anomalib.data.folder.Folder method) (anomalib.data.MVTec method) (anomalib.data.mvtec.MVTec method) validation_epoch_end() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) validation_step() (anomalib.models.Cflow method) (anomalib.models.cflow.Cflow method) (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.Dfkde method) (anomalib.models.dfkde.Dfkde method) (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.Dfm method) (anomalib.models.dfm.Dfm method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.Draem method) (anomalib.models.draem.Draem method) (anomalib.models.draem.lightning_model.Draem method) (anomalib.models.Fastflow method) (anomalib.models.fastflow.Fastflow method) (anomalib.models.fastflow.lightning_model.Fastflow method) (anomalib.models.Ganomaly method) (anomalib.models.ganomaly.Ganomaly method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.Padim method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.padim.Padim method) (anomalib.models.Patchcore method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.patchcore.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method) (anomalib.models.reverse_distillation.ReverseDistillation method) (anomalib.models.ReverseDistillation method) (anomalib.models.Stfpm method) (anomalib.models.stfpm.Stfpm method) validation_step_end() (anomalib.models.components.AnomalyModule method) (anomalib.models.components.base.anomaly_module.AnomalyModule method) (anomalib.models.components.base.AnomalyModule method) visualize_batch() (anomalib.post_processing.Visualizer method) (anomalib.post_processing.visualizer.Visualizer method) visualize_image() (anomalib.post_processing.Visualizer method) (anomalib.post_processing.visualizer.Visualizer method) Visualizer (class in anomalib.post_processing) (class in anomalib.post_processing.visualizer) W weights_init() (anomalib.models.ganomaly.torch_model.GanomalyModel static method) wrap_nncf_model() (in module anomalib.utils.callbacks.nncf.utils)