Add anomaly task to OTX 2.3.0

[ashwinvaidya17]

Summary

How to test

Checklist

• [ ] I have added unit tests to cover my changes.​
• [ ] I have added integration tests to cover my changes.​
• [ ] I have ran e2e tests and there is no issues.
• [ ] I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
• [ ] I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
• [ ] I have linked related issues.

License

• [ ] I submit my code changes under the same Apache License that covers the project. Feel free to contact the maintainers if that's a concern.
• [ ] I have updated the license header for each file (see an example below).

# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

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[samet-akcay]

@kprokofi, @harimkang, the detection tests are failing for some reason, can you guys point what to do to get this pr merged?

[harimkang]

@kprokofi, @harimkang, the detection tests are failing for some reason, can you guys point what to do to get this pr merged?

This PR can be resolved by rebasing the latest develop after this pr merge https://github.com/openvinotoolkit/training_extensions/pull/3908. It's the same issue as the one shared in the teams chat.

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Codecov Report

Attention: Patch coverage is 75.00000% with 1 line in your changes missing coverage. Please review.

Project coverage is 81.11%. Comparing base (709d841) to head (3189232).

Files with missing lines	Patch %	Lines
src/otx/core/data/dataset/anomaly.py	50.00%	1 Missing :warning:

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #3910      +/-   ##
===========================================
- Coverage    81.28%   81.11%   -0.18%     
===========================================
  Files          283      283              
  Lines        27171    27172       +1     
===========================================
- Hits         22087    22040      -47     
- Misses        5084     5132      +48     

Flag	Coverage Δ
py310	80.91% <75.00%> (-0.29%)	:arrow_down:
py311	81.09% <75.00%> (+<0.01%)	:arrow_up:

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