Contents Menu Expand Light mode Dark mode Auto light/dark mode
Anomalib 2021, Anomalib Contributors documentation
Anomalib 2021, Anomalib Contributors documentation

Getting Started

  • Installation
  • Training
  • Development

Models

  • Models Reference

Python API Reference

  • API Reference
    • anomalib
      • anomalib.config
        • anomalib.config.config
      • anomalib.data
        • anomalib.data.utils
          • 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
          • anomalib.deploy.inferencers.openvino
          • anomalib.deploy.inferencers.torch
        • 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.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.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.utils
            • anomalib.models.draem.utils.augmenter
            • anomalib.models.draem.utils.perlin
          • 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.components.bottleneck
            • anomalib.models.reverse_distillation.components.de_resnet
          • 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.nncf.callback
            • anomalib.utils.callbacks.nncf.utils
          • anomalib.utils.callbacks.cdf_normalization
          • anomalib.utils.callbacks.graph
          • anomalib.utils.callbacks.metrics_configuration
          • anomalib.utils.callbacks.min_max_normalization
          • anomalib.utils.callbacks.model_loader
          • anomalib.utils.callbacks.openvino
          • anomalib.utils.callbacks.tiler_configuration
          • anomalib.utils.callbacks.timer
          • anomalib.utils.callbacks.visualizer_callback
        • 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.auroc
          • anomalib.utils.metrics.collection
          • anomalib.utils.metrics.min_max
          • anomalib.utils.metrics.optimal_f1
        • anomalib.utils.sweep
          • anomalib.utils.sweep.helpers
            • anomalib.utils.sweep.helpers.callbacks
            • anomalib.utils.sweep.helpers.inference
          • anomalib.utils.sweep.config

Guides

  • Developing on Docker
  • Build the Docker Image
  • Run the Docker Image
  • Using VSCode
  • Structure of the Documentation
  • Using Tox
  • Pre-commit Hooks
  • Inference
  • Export & Optimization
  • Benchmarking
  • Hyperparameter Optimization
  • Logging

Datasets

  • Hazelnut Toy

Research

  • Benchmark
  • Awesome Anomaly Papers: Benchmark
  • Citing this Repository

anomalib.post_processing.normalization¶

Tools for anomaly score normalization.

Submodules¶

  • anomalib.post_processing.normalization.cdf
  • anomalib.post_processing.normalization.min_max
Next
anomalib.post_processing.normalization.cdf
Previous
anomalib.post_processing
Copyright © | Built with Sphinx and @pradyunsg's Furo theme. | Show Source
Contents
  • anomalib.post_processing.normalization
    • Submodules