Remove config dependency from OpenVINOInferencer

[samet-akcay]

Description

• OpenVINO Inferencer currently expects config argument. Ideally, the parameters within config should be in metadata. This PR addresses this problem.

Changes

• Bug fix (non-breaking change which fixes an issue)
• Refactor (non-breaking change which refactors the code base)
• 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
• I have added a summary of my changes to the CHANGELOG (not for minor changes, docs and tests).

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[codecov]

Codecov Report

Patch coverage: 86.36% and no project coverage change.

Comparison is base (522858f) 81.34% compared to head (e12342a) 81.34%.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #939   +/-   ##
=======================================
  Coverage   81.34%   81.34%           
=======================================
  Files         176      176           
  Lines        6812     6808    -4     
=======================================
- Hits         5541     5538    -3     
+ Misses       1271     1270    -1     

Impacted Files	Coverage Δ
src/anomalib/deploy/inferencers/base_inferencer.py	72.60% <70.00%> (ø)
src/anomalib/utils/sweep/helpers/inference.py	33.33% <75.00%> (ø)
...anomalib/deploy/inferencers/openvino_inferencer.py	87.64% <82.35%> (-0.24%)	⬇️
...rc/anomalib/deploy/inferencers/torch_inferencer.py	87.23% <87.50%> (ø)
src/anomalib/deploy/__init__.py	100.00% <100.00%> (ø)
src/anomalib/deploy/export.py	100.00% <100.00%> (ø)
src/anomalib/models/cfa/torch_model.py	92.75% <100.00%> (ø)
src/anomalib/utils/callbacks/export.py	100.00% <100.00%> (ø)

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[ashwinvaidya17]

Paula had asked to keep this image. So it would be nice if we keep it.

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[ashwinvaidya17]

This image as well

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[djdameln]

Thanks. Only a single minor comment

[djdameln]

I guess this was committed by mistake?

[ashwinvaidya17]

Thanks. I have some general comments.

While the cube_config is not used anywhere we might have to keep it because the blog post might reference it. When Paula was checking the differences in the outputs by API and CLI she tried running the CLI as well. We had fixed one issue related to normalization in the config even after the API in the notebooks was giving correct result. Maybe we can run it by her.

[ashwinvaidya17]

Thanks

[paularamo]

@samet-akcay Could we reopen this PR? I see some errors in the 501 notebooks. OpenVINO model is not saved properly in the expected path and also the config file is referenced in the blog, and the link is broken. I will paste here the error I had so far:

In the folder the IR model is not in the expected place:

Appreciate your help on this issue.