Remove freia as dependency and include it in anomalib/models/components

[samet-akcay]

Description

• Copy Freia package to anomalib to be able to use pypi.

• Fixes

  • ModuleNotFoundError: No module named 'anomalib.utils.callbacks' #125
  • e #89

Changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Checklist

• My code follows the pre-commit style and check guidelines of this project.
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing tests pass locally with my changes

[djdameln]

Should we put an additional note in models/components/freia in which we refer to the source of the module?

[djdameln]

Why is this needed?

[samet-akcay]

It is because we cannot upload anomalib to PyPI if the dependencies are git links. This is also the reason why we include freia stuff inside anomalib

[djdameln]

Ah, yes of course. In this case should we request a review from Alexander? I think this specific commit was added to the requirements in his recent PR, so there might be a reason why we don't just use the pypi package.

[samet-akcay]

Fair point

[AlexanderDokuchaev]

NNCF 2.1.0 is no support features for anomalib, but we are planning release 2.2.0 in 1-2 weeks.