Code

New datamodules design#572

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djdameln merged 84 commits intofeature/datamodulesopenvinotoolkit/anomalib:feature/datamodulesfrom da/datamodules-alternativeopenvinotoolkit/anomalib:da/datamodules-alternativeCopy head branch name to clipboardOct 31, 2022

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Commits

Commits on Sep 9, 2022

• move sample generation to datamodule instead of dataset

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Commits on Sep 12, 2022

• move sample generation from init to setup

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Commits on Sep 13, 2022

• remove inference stage and add base classes

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• replace dataset classes with AnomalibDataset

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• move setup to base class, create samples as class method

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• update docstrings

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Commits on Sep 14, 2022

• refactor btech to new format

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• allow training with no anomalous data

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Commits on Sep 15, 2022

• remove MVTec name from comment

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• raise NotImplementedError in base class

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• allow both png and bmp images for btech

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Commits on Sep 16, 2022

• use label_index to check if dataset contains anomalous images

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• refactor getitem in dataset class

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• use iloc for indexing

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• move dataloader getters to base class

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• refactor to add validate stage in setup

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Commits on Sep 21, 2022

• implement alternative datamodules solution

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• small improvements

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Commits on Oct 7, 2022

• improve design

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• remove unused constructor arguments

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• adapt btech to new design

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• add prepare_data method for mvtec

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• solve merge conflicts

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Commits on Oct 10, 2022

• implement more generic random splitting function

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• update docstrings for folder module

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• ensure type consistency when performing operations on dataset

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• change imports

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• change variable names

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• replace pass with NotImplementedError

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Commits on Oct 11, 2022

• allow training on folder without test images

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• use relative path for normal_test_dir

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• fix dataset tests

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• update validation set parameter in configs

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• change default argument

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• Merge branch 'main' into da/datamodules-alternative

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Commits on Oct 12, 2022

• use setter for samples

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• hint options for val_split_mode

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• update assert message and docstring

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• revert name change dataset vs datamodule

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• typing and docstrings

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• remove samples argument from dataset constructor

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• val/test -> eval

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Commits on Oct 13, 2022

• remove Split.Full from enum

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• sort samples when setting

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• update warn message

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• formatting

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• use setter when creating samples in dataset classes

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• add tests for new dataset class

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• add test case for label aware random split

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Commits on Oct 14, 2022

• update parameter name in inferencers

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• move _setup implementation to base class

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• address codacy issues

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• fix pylint issues

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• codacy

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• Merge branch 'main' into da/datamodules-alternative

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• update example dataset config in docs

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• fix test

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• move base classes to separate files (avoid circular import)

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• add base classes

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• update docstring

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• fix imports

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Commits on Oct 18, 2022

• validation_split_mode -> val_split_mode

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Commits on Oct 19, 2022

• update docs

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Commits on Oct 21, 2022

• Update anomalib/data/base/dataset.py

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• get length from self.samples

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• assert unique indices

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• check is_setup for individual datasets

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• remove assert in __getitem_\

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• Update anomalib/data/btech.py

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• clearer assert message

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• clarify list inversion in comment

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• comments and typing

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• Merge branch 'da/datamodules-alternative' of https://github.com/openvinotoolkit/anomalib into da/datamodules-alternative

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• Merge branch 'main' into da/datamodules-alternative

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• validate contents of samples dataframe before setting

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• add file paths check

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• add seed to random_split function

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Commits on Oct 24, 2022

• fix expected columns

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• fix typo

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Commits on Oct 28, 2022

• add seed parameter to datamodules

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• set global seed in test entrypoint

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• add NONE option to valsplitmode

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• clarify setup behaviour in docstring

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Commits on Oct 31, 2022

• fix typo

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