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anomalib

Anomalib library for research and benchmarking.

Subpackages

• anomalib.config
  • anomalib.config.config
• anomalib.data
  • anomalib.data.utils
    • anomalib.data.utils.generators
    • anomalib.data.utils.download
    • anomalib.data.utils.image
    • anomalib.data.utils.split
  • anomalib.data.btech
  • anomalib.data.folder
  • anomalib.data.inference
  • anomalib.data.mvtec
• 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.dimensionality_reduction
    • anomalib.models.components.feature_extractors
    • anomalib.models.components.filters
    • anomalib.models.components.freia
    • anomalib.models.components.layers
    • anomalib.models.components.sampling
    • anomalib.models.components.stats
  • 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.utils
    • anomalib.models.draem.lightning_model
    • anomalib.models.draem.loss
    • anomalib.models.draem.torch_model
  • 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.components
    • anomalib.models.reverse_distillation.anomaly_map
    • 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.transforms
    • anomalib.pre_processing.transforms.custom
  • anomalib.pre_processing.pre_process
  • anomalib.pre_processing.tiler
• anomalib.utils
  • anomalib.utils.callbacks
    • anomalib.utils.callbacks.nncf
    • anomalib.utils.callbacks.visualizer
    • 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.tiler_configuration
    • anomalib.utils.callbacks.timer
  • 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.helpers
    • anomalib.utils.sweep.config

Package Contents

anomalib.__version__ = 0.3.6