Merge back 2.2

[kprokofi]

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

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 81.53846% with 12 lines in your changes missing coverage. Please review.

Project coverage is 80.42%. Comparing base (31823cd) to head (2c99adb). Report is 38 commits behind head on develop.

Files with missing lines	Patch %	Lines
.../algo/detection/detectors/detection_transformer.py	57.14%	3 Missing :warning:
src/otx/core/data/dataset/base.py	85.71%	3 Missing :warning:
src/otx/core/data/dataset/classification.py	75.00%	2 Missing :warning:
src/otx/core/model/keypoint_detection.py	80.00%	2 Missing :warning:
src/otx/core/data/dataset/diffusion.py	0.00%	1 Missing :warning:
src/otx/core/data/dataset/segmentation.py	83.33%	1 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## develop #4098 +/- ## =========================================== + Coverage 77.11% 80.42% +3.30% =========================================== Files 308 319 +11 Lines 30571 31645 +1074 =========================================== + Hits 23576 25450 +1874 + Misses 6995 6195 -800 ``` | [Flag](https://app.codecov.io/gh/openvinotoolkit/training_extensions/pull/4098/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | Coverage Δ | | |---|---|---| | [py310](https://app.codecov.io/gh/openvinotoolkit/training_extensions/pull/4098/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | `80.39% <81.53%> (+3.28%)` | :arrow_up: | | [py311](https://app.codecov.io/gh/openvinotoolkit/training_extensions/pull/4098/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | `80.35% <81.53%> (+3.30%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit#carryforward-flags-in-the-pull-request-comment) to find out more.

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[kprokofi]

I will update this PR after RC14 will be finalized

[eugene123tw]

@kprokofi Could you add a line to src/otx/core/data/transform_libs/torchvision.py This should fix the index error.

[sovrasov]

Now the failure is:

setattr(inputs, key, attr[keep])
IndexError: boolean index did not match indexed array along dimension 0; dimension is 3 but corresponding boolean dimension is 2

@kprokofi could you disable the failing RTMDet test? We should keep in mind that the model is dysfunctional for now

[eugene123tw]

Now the failure is:

setattr(inputs, key, attr[keep])
IndexError: boolean index did not match indexed array along dimension 0; dimension is 3 but corresponding boolean dimension is 2

@kprokofi could you disable the failing RTMDet test? We should keep in mind that the model is dysfunctional for now

@sovrasov @kprokofi yeah, that's disable inst seg recipes for now. I think there's some bug in FilterAnnotations. I will open a PR to fix it.