.editorconfig
.pre-commit-config.yaml
CHANGELOG.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
README_cn.md
README_ja.md
README_ko.md
pyproject.toml
requirements.txt
setup.py
tox.ini
docs/ALGORITHM_SELECTION_GUIDE.md
docs/ANOMALIB_CHECKPOINTS.md
docs/ARCHITECTURE_CLASSICAL_PIPELINES.md
docs/ARCHITECTURE_DEEP_CONTRACTS.md
docs/CAPABILITY_ASSESSMENT.md
docs/CLI_REFERENCE.md
docs/COMPARISON.md
docs/CORE_SELECTION_ON_EMBEDDINGS.md
docs/DATASET_CONVERTERS.md
docs/DATASET_MVTEC_AD2_NOTES.md
docs/DATASET_REAL_WORLD_IAD_NOTES.md
docs/DEEP_LEARNING_MODELS.md
docs/DEEP_MODELS_STATUS.md
docs/EVALUATION_AND_BENCHMARK.md
docs/FALSE_POSITIVE_DEBUGGING.md
docs/FEATURE_EXTRACTORS.md
docs/INDUSTRIAL_EMBEDDING_PLUS_CORE.md
docs/INDUSTRIAL_INFERENCE.md
docs/INDUSTRIAL_MVP_LOOP.md
docs/INDUSTRIAL_PREPROCESSING_COOKBOOK.md
docs/INDUSTRIAL_REFERENCE_PROJECTS.md
docs/Isolation Forest.md
docs/Local Outlier Factor.md
docs/MANIFEST_DATASET.md
docs/MIGRATION.md
docs/MODEL_INDEX.md
docs/OPTIONAL_DEPENDENCIES.md
docs/One-Class SVM.md
docs/PAPER_TO_MODULE_MAP_V4.md
docs/PAPER_TO_MODULE_MAP_V5.md
docs/PATCHCORE_INSPECTION_CHECKPOINTS.md
docs/PLUGINS.md
docs/PREPROCESSING.md
docs/PUBLISHING.md
docs/QUICKSTART.md
docs/README_DOCS.md
docs/RECIPES.md
docs/RECIPES_EMBEDDINGS_PLUS_CORE.md
docs/RECIPES_PIXEL_FIRST_BASELINES.md
docs/RECIPES_REFERENCE_BASED_INSPECTION.md
docs/ROBUSTNESS_BENCHMARK.md
docs/SKLEARN_INTEGRATION.md
docs/SOTA_ALGORITHMS.md
docs/STUDY_LVLM_ANOMALY_DETECTION.md
docs/SYNTHETIC_ANOMALY_GENERATION.md
docs/TAG_HISTORY.md
docs/THIRD_PARTY_CODE_POLICY.md
docs/TUTORIAL_CLASSICAL_ON_EMBEDDINGS.md
docs/WEIGHTS.md
docs/WORKBENCH.md
docs/abod.md
docs/ae1svm.md
docs/alad.html
docs/cblof.md
docs/hst.md
docs/ldof.md
docs/loda.md
docs/loop.md
docs/odin.md
docs/rrcf.md
docs/plans/2026-02-20-mvtec-visa-hybrid-ad-pipeline-design.md
docs/plans/2026-02-20-mvtec-visa-hybrid-ad-pipeline.md
docs/plans/2026-02-21-anomalib-anomalydino-expansion-design.md
docs/plans/2026-02-21-anomalib-anomalydino-expansion.md
docs/plans/2026-02-21-anomalib-benchmark-coverage-design.md
docs/plans/2026-02-21-anomalib-benchmark-coverage.md
docs/plans/2026-02-21-cli-presets-industrial-balanced-design.md
docs/plans/2026-02-21-cli-presets-industrial-balanced.md
docs/plans/2026-02-21-industrial-pixel-first-upgrade-design.md
docs/plans/2026-02-21-industrial-pixel-first-upgrade.md
docs/plans/2026-02-21-openclip-backends-design.md
docs/plans/2026-02-21-openclip-backends.md
docs/plans/2026-02-22-cli-presets-fast-accurate-and-model-discovery-design.md
docs/plans/2026-02-22-cli-presets-fast-accurate-and-model-discovery.md
docs/plans/2026-02-22-industrial-inference-numpy-first-design.md
docs/plans/2026-02-22-industrial-inference-numpy-first.md
docs/plans/2026-02-22-industrial-oneclick-pipeline-design.md
docs/plans/2026-02-22-industrial-oneclick-pipeline.md
docs/plans/2026-02-22-industrial-robust-segf1-benchmark-design.md
docs/plans/2026-02-22-industrial-robust-segf1-benchmark.md
docs/plans/2026-02-22-industrial-uad-upgrade-design.md
docs/plans/2026-02-22-industrial-uad-upgrade.md
docs/plans/2026-02-23-c-alignment-design.md
docs/plans/2026-02-23-c-alignment.md
docs/plans/2026-02-23-industrial-workbench-recipes-design.md
docs/plans/2026-02-23-industrial-workbench-recipes.md
docs/plans/2026-02-23-manifest-dataset-design.md
docs/plans/2026-02-23-manifest-dataset.md
docs/plans/2026-02-24-industrial-defects-export-design.md
docs/plans/2026-02-24-industrial-defects-export.md
docs/plans/2026-02-24-industrial-workflow-hardening-design.md
docs/plans/2026-02-24-industrial-workflow-hardening.md
docs/plans/2026-02-25-industrial-infer-workbench-fp40-design.md
docs/plans/2026-02-25-industrial-infer-workbench-fp40.md
docs/plans/2026-02-25-preprocessing-preflight-guards-design.md
docs/plans/2026-02-25-preprocessing-preflight-guards.md
docs/plans/2026-02-26-optimize-pyimgano-100-tasks.md
docs/plans/2026-02-26-remove-pyod-native-detectors-design.md
docs/plans/2026-02-26-remove-pyod-native-detectors.md
docs/plans/2026-02-27-industrial-upgrade-50-tasks.md
docs/plans/2026-02-27-optimize-pyimgano-next-100-tasks-v3.md
docs/plans/2026-02-27-optimize-pyimgano-next-100-tasks.md
docs/plans/2026-02-28-optimize-pyimgano-next-100-tasks-v4.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v10.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v11.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v12.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v13.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v14.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v15.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v5.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v6.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v7.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v8.md
docs/plans/2026-03-02-optimize-pyimgano-next-100-tasks-v9.md
docs/plans/2026-03-04-optional-extras-40-tasks.md
docs/plans/2026-03-05-doctor-require-extras-demo-infer-defects-design.md
docs/plans/2026-03-05-industrial-baseline-suite-v4.md
docs/source/benchmarks.rst
docs/source/changelog.rst
docs/source/comparison.rst
docs/source/contributing.rst
docs/source/examples.rst
docs/source/index.rst
docs/source/license.rst
docs/source/quickstart.rst
docs/source/tutorials.rst
docs/source/api/augmentation.rst
docs/source/api/detectors.rst
docs/source/api/preprocessing.rst
examples/advanced_preprocessing_example.py
examples/all_models_demo.py
examples/anomalydino_mvtec_visa.py
examples/augmentation_example.py
examples/benchmark_example.py
examples/convert_mvtec_ad2_to_manifest.py
examples/convert_rad_to_manifest.py
examples/embedding_plus_core_ecod.py
examples/embedding_plus_core_mahalanobis_shrinkage.py
examples/feature_extractors_demo.py
examples/feature_pipeline_core_detectors.py
examples/industrial_infer_numpy.py
examples/industrial_score_ensemble.py
examples/industrial_tiling_infer.py
examples/mambaad_quickstart.py
examples/ocsvm_example.py
examples/openclip_mvtec_visa.py
examples/openclip_plus_core_knn.py
examples/pixel_first_compare.py
examples/pixel_first_ssim_defects.py
examples/preprocessing_example.py
examples/quick_start.py
examples/registry_quickstart.py
examples/softpatch_mvtec_visa.py
examples/sota_algorithms_example.py
examples/synthesis_generate_dataset_demo.py
examples/temp.py
examples/utilities_example.py
examples/visualization_example.py
examples/configs/industrial_adapt_defects_fp40.json
examples/configs/industrial_adapt_defects_roi.json
examples/configs/industrial_adapt_fast.json
examples/configs/industrial_adapt_maps_tiling.json
examples/configs/industrial_adapt_preprocessing_illumination.json
examples/configs/manifest_industrial_adapt_fast.json
examples/configs/micro_finetune_autoencoder.json
pyimgano/__init__.py
pyimgano/benchmark.py
pyimgano/cli.py
pyimgano/cli_common.py
pyimgano/cli_presets.py
pyimgano/datasets_cli.py
pyimgano/defects_cli.py
pyimgano/demo_cli.py
pyimgano/doctor_cli.py
pyimgano/evaluation.py
pyimgano/feature_cli.py
pyimgano/infer_cli.py
pyimgano/manifest_cli.py
pyimgano/onnx_export_cli.py
pyimgano/plugins.py
pyimgano/py.typed
pyimgano/robust_cli.py
pyimgano/sklearn_adapter.py
pyimgano/synthesize_cli.py
pyimgano/torchscript_export_cli.py
pyimgano/train_cli.py
pyimgano/validate_infer_config_cli.py
pyimgano.egg-info/PKG-INFO
pyimgano.egg-info/SOURCES.txt
pyimgano.egg-info/dependency_links.txt
pyimgano.egg-info/entry_points.txt
pyimgano.egg-info/requires.txt
pyimgano.egg-info/top_level.txt
pyimgano/baselines/__init__.py
pyimgano/baselines/suites.py
pyimgano/baselines/sweeps.py
pyimgano/cache/__init__.py
pyimgano/cache/array_features.py
pyimgano/cache/deep_embeddings.py
pyimgano/cache/embeddings.py
pyimgano/cache/features.py
pyimgano/calibration/__init__.py
pyimgano/calibration/fewshot.py
pyimgano/calibration/pixel_threshold.py
pyimgano/calibration/pixel_threshold_supervised.py
pyimgano/calibration/pot_threshold.py
pyimgano/calibration/rank_calibration.py
pyimgano/calibration/score_standardization.py
pyimgano/calibration/score_threshold.py
pyimgano/config/__init__.py
pyimgano/config/io.py
pyimgano/datasets/__init__.py
pyimgano/datasets/array.py
pyimgano/datasets/benchmarks.py
pyimgano/datasets/catalog.py
pyimgano/datasets/converters.py
pyimgano/datasets/corruptions.py
pyimgano/datasets/datamodule.py
pyimgano/datasets/image.py
pyimgano/datasets/manifest.py
pyimgano/datasets/manifest_validate.py
pyimgano/datasets/mvtec_ad2.py
pyimgano/datasets/rad.py
pyimgano/datasets/real_iad.py
pyimgano/datasets/synthetic.py
pyimgano/datasets/transforms.py
pyimgano/defects/__init__.py
pyimgano/defects/binary_postprocess.py
pyimgano/defects/extract.py
pyimgano/defects/hysteresis.py
pyimgano/defects/io.py
pyimgano/defects/map_ops.py
pyimgano/defects/mask.py
pyimgano/defects/merge.py
pyimgano/defects/overlays.py
pyimgano/defects/pixel_threshold.py
pyimgano/defects/regions.py
pyimgano/defects/roi.py
pyimgano/defects/smoothing.py
pyimgano/defects/space.py
pyimgano/detectors/__init__.py
pyimgano/features/__init__.py
pyimgano/features/base.py
pyimgano/features/color_hist.py
pyimgano/features/edge_stats.py
pyimgano/features/export.py
pyimgano/features/fft_lowfreq.py
pyimgano/features/gabor.py
pyimgano/features/hog.py
pyimgano/features/identity.py
pyimgano/features/lbp.py
pyimgano/features/multi.py
pyimgano/features/normalize.py
pyimgano/features/onnx_embed.py
pyimgano/features/openclip_embed.py
pyimgano/features/patch_grid.py
pyimgano/features/patch_stats.py
pyimgano/features/pca_projector.py
pyimgano/features/pooling.py
pyimgano/features/protocols.py
pyimgano/features/registry.py
pyimgano/features/scaler.py
pyimgano/features/structural.py
pyimgano/features/torchscript_embed.py
pyimgano/features/torchvision_backbone.py
pyimgano/features/torchvision_backbone_gem.py
pyimgano/features/torchvision_conv_patch_embedder.py
pyimgano/features/torchvision_multilayer.py
pyimgano/features/torchvision_patch_tokens.py
pyimgano/features/torchvision_vit_tokens.py
pyimgano/inference/__init__.py
pyimgano/inference/api.py
pyimgano/inference/config.py
pyimgano/inference/preprocessing.py
pyimgano/inference/tiling.py
pyimgano/inference/validate_infer_config.py
pyimgano/inputs/__init__.py
pyimgano/inputs/image_format.py
pyimgano/inputs/torch_ops.py
pyimgano/io/__init__.py
pyimgano/io/image.py
pyimgano/models/Isolationforest.py
pyimgano/models/__init__.py
pyimgano/models/abod.py
pyimgano/models/ae.py
pyimgano/models/ae1svm.py
pyimgano/models/alad.py
pyimgano/models/anomalib.py
pyimgano/models/anomalib_backend.py
pyimgano/models/anomalydino.py
pyimgano/models/ast.py
pyimgano/models/baseCv.py
pyimgano/models/base_deep.py
pyimgano/models/base_detector.py
pyimgano/models/base_dl.py
pyimgano/models/baseml.py
pyimgano/models/bayesianpf.py
pyimgano/models/bgad.py
pyimgano/models/capabilities.py
pyimgano/models/cblof.py
pyimgano/models/cflow.py
pyimgano/models/cof.py
pyimgano/models/cook_distance.py
pyimgano/models/copod.py
pyimgano/models/core_cosine_mahalanobis.py
pyimgano/models/core_feature_base.py
pyimgano/models/core_knn_cosine.py
pyimgano/models/core_knn_cosine_calibrated.py
pyimgano/models/core_mahalanobis_shrinkage.py
pyimgano/models/core_oddoneout.py
pyimgano/models/core_score_ensemble.py
pyimgano/models/core_score_standardizer.py
pyimgano/models/crossmad.py
pyimgano/models/csflow.py
pyimgano/models/cutpaste.py
pyimgano/models/dbscan.py
pyimgano/models/dcorr.py
pyimgano/models/deep_contract.py
pyimgano/models/deep_io.py
pyimgano/models/deep_svdd.py
pyimgano/models/devnet.py
pyimgano/models/dfm.py
pyimgano/models/differnet.py
pyimgano/models/draem.py
pyimgano/models/dsr.py
pyimgano/models/dst.py
pyimgano/models/dtc.py
pyimgano/models/ecod.py
pyimgano/models/efficientad.py
pyimgano/models/elliptic_envelope.py
pyimgano/models/ensemble_spec.py
pyimgano/models/extra_trees_density.py
pyimgano/models/fastflow.py
pyimgano/models/favae.py
pyimgano/models/feature_bagging.py
pyimgano/models/feature_pipeline.py
pyimgano/models/gcad.py
pyimgano/models/glad.py
pyimgano/models/gmm.py
pyimgano/models/hbos.py
pyimgano/models/hst.py
pyimgano/models/iforest.py
pyimgano/models/imdd.py
pyimgano/models/inctrl.py
pyimgano/models/industrial_wrappers.py
pyimgano/models/inne.py
pyimgano/models/intra.py
pyimgano/models/introspection.py
pyimgano/models/k_means.py
pyimgano/models/kde.py
pyimgano/models/kde_ratio.py
pyimgano/models/knn.py
pyimgano/models/knn_degree.py
pyimgano/models/knn_index.py
pyimgano/models/kpca.py
pyimgano/models/ldof.py
pyimgano/models/lid.py
pyimgano/models/lmdd.py
pyimgano/models/loci.py
pyimgano/models/loda.py
pyimgano/models/lof.py
pyimgano/models/lof_core.py
pyimgano/models/lof_native.py
pyimgano/models/loop.py
pyimgano/models/lscp.py
pyimgano/models/mad.py
pyimgano/models/mahalanobis.py
pyimgano/models/mambaad.py
pyimgano/models/mcd.py
pyimgano/models/memseg.py
pyimgano/models/mixins.py
pyimgano/models/mst_outlier.py
pyimgano/models/neighborhood_entropy.py
pyimgano/models/ocsvm.py
pyimgano/models/oddoneout.py
pyimgano/models/odin.py
pyimgano/models/one_svm_cnn.py
pyimgano/models/oneformore.py
pyimgano/models/openclip_backend.py
pyimgano/models/openclip_patch_map.py
pyimgano/models/padim.py
pyimgano/models/padim_lite.py
pyimgano/models/panda.py
pyimgano/models/patch_embedding_core_map.py
pyimgano/models/patchcore.py
pyimgano/models/patchcore_inspection_backend.py
pyimgano/models/patchcore_lite.py
pyimgano/models/patchcore_lite_map.py
pyimgano/models/patchcore_online.py
pyimgano/models/patchknn_core.py
pyimgano/models/pca.py
pyimgano/models/pca_md.py
pyimgano/models/phase_corr_map.py
pyimgano/models/pixel_stats_map.py
pyimgano/models/pni.py
pyimgano/models/promptad.py
pyimgano/models/qmcd.py
pyimgano/models/random_projection_knn.py
pyimgano/models/rdplusplus.py
pyimgano/models/realnet.py
pyimgano/models/ref_patch_distance.py
pyimgano/models/regad.py
pyimgano/models/registry.py
pyimgano/models/reverse_distillation.py
pyimgano/models/rgraph.py
pyimgano/models/riad.py
pyimgano/models/rod.py
pyimgano/models/rrcf.py
pyimgano/models/rzscore.py
pyimgano/models/sampling.py
pyimgano/models/score_ensemble.py
pyimgano/models/serialization.py
pyimgano/models/simplenet.py
pyimgano/models/sod.py
pyimgano/models/softpatch.py
pyimgano/models/sos.py
pyimgano/models/spade.py
pyimgano/models/ssim.py
pyimgano/models/ssim_map.py
pyimgano/models/ssim_struct.py
pyimgano/models/stfpm.py
pyimgano/models/student_teacher_lite.py
pyimgano/models/studentized_residual.py
pyimgano/models/suod.py
pyimgano/models/superad.py
pyimgano/models/template_ncc_map.py
pyimgano/models/torch_autoencoder.py
pyimgano/models/vae.py
pyimgano/models/vision_embedding_core.py
pyimgano/models/vision_score_standardizer.py
pyimgano/models/vqvae.py
pyimgano/models/winclip.py
pyimgano/pipelines/__init__.py
pyimgano/pipelines/feature_pipeline.py
pyimgano/pipelines/mvtec_visa.py
pyimgano/pipelines/reference_map_pipeline.py
pyimgano/pipelines/run_benchmark.py
pyimgano/pipelines/run_suite.py
pyimgano/postprocess/__init__.py
pyimgano/postprocess/anomaly_map.py
pyimgano/postprocess/connected_components.py
pyimgano/postprocess/morphology.py
pyimgano/postprocess/reducers.py
pyimgano/preprocessing/__init__.py
pyimgano/preprocessing/advanced_operations.py
pyimgano/preprocessing/anisotropic_diffusion.py
pyimgano/preprocessing/augmentation.py
pyimgano/preprocessing/augmentation_pipeline.py
pyimgano/preprocessing/background.py
pyimgano/preprocessing/enhancer.py
pyimgano/preprocessing/guided_filter.py
pyimgano/preprocessing/industrial_presets.py
pyimgano/preprocessing/mixin.py
pyimgano/preprocessing/retinex.py
pyimgano/preprocessing/tiling.py
pyimgano/presets/__init__.py
pyimgano/presets/industrial_classical.py
pyimgano/recipes/__init__.py
pyimgano/recipes/protocol.py
pyimgano/recipes/registry.py
pyimgano/recipes/builtin/__init__.py
pyimgano/recipes/builtin/anomalib_train.py
pyimgano/recipes/builtin/classical_recipes.py
pyimgano/recipes/builtin/industrial_adapt.py
pyimgano/recipes/builtin/industrial_adapt_fp40.py
pyimgano/recipes/builtin/industrial_adapt_highres.py
pyimgano/recipes/builtin/industrial_embedding_core_fast.py
pyimgano/recipes/builtin/micro_finetune_autoencoder.py
pyimgano/reporting/__init__.py
pyimgano/reporting/environment.py
pyimgano/reporting/report.py
pyimgano/reporting/report_schema.py
pyimgano/reporting/runs.py
pyimgano/reporting/suite_export.py
pyimgano/robustness/__init__.py
pyimgano/robustness/benchmark.py
pyimgano/robustness/corruptions.py
pyimgano/robustness/types.py
pyimgano/serialization/__init__.py
pyimgano/serialization/pickle.py
pyimgano/synthesis/__init__.py
pyimgano/synthesis/blend.py
pyimgano/synthesis/camera_artifacts.py
pyimgano/synthesis/cutpaste.py
pyimgano/synthesis/defect_bank.py
pyimgano/synthesis/defects.py
pyimgano/synthesis/illumination.py
pyimgano/synthesis/industrial_noise.py
pyimgano/synthesis/masks.py
pyimgano/synthesis/perlin.py
pyimgano/synthesis/presets.py
pyimgano/synthesis/preview.py
pyimgano/synthesis/sources.py
pyimgano/synthesis/synthesizer.py
pyimgano/synthesis/warp.py
pyimgano/training/__init__.py
pyimgano/training/checkpointing.py
pyimgano/training/runner.py
pyimgano/utils/__init__.py
pyimgano/utils/advanced_viz.py
pyimgano/utils/augmentation.py
pyimgano/utils/datasets.py
pyimgano/utils/defect_ops.py
pyimgano/utils/experiment_tracker.py
pyimgano/utils/extras.py
pyimgano/utils/fitted.py
pyimgano/utils/hash_utils.py
pyimgano/utils/image_ops.py
pyimgano/utils/image_ops_cv.py
pyimgano/utils/jsonable.py
pyimgano/utils/logging.py
pyimgano/utils/model_utils.py
pyimgano/utils/optional_deps.py
pyimgano/utils/pairwise.py
pyimgano/utils/parallel.py
pyimgano/utils/param_check.py
pyimgano/utils/path_normalize.py
pyimgano/utils/random_state.py
pyimgano/utils/score_normalization.py
pyimgano/utils/seeding.py
pyimgano/utils/splits.py
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