[DO NOT MERGE] - Release v2.0.0

[samet-akcay]

📝 Description

• Anomalib v2 release

✨ Changes

Select what type of change your PR is:

• 🐞 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)
• 📚 Documentation update
• 🔒 Security update

✅ Checklist

Before you submit your pull request, please make sure you have completed the following steps:

• 📋 I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
• 📚 I have made the necessary updates to the documentation (if applicable).
• 🧪 I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

For more information about code review checklists, see the Code Review Checklist.

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Codecov Report

Attention: Patch coverage is 84.55402% with 213 lines in your changes missing coverage. Please review.

Project coverage is 78.49%. Comparing base (bcc0b43) to head (a532cb5).

Files with missing lines	Patch %	Lines
src/anomalib/data/datamodules/image/visa.py	37.70%	38 Missing ⚠️
src/anomalib/data/datamodules/video/avenue.py	58.00%	21 Missing ⚠️
src/anomalib/data/datamodules/base/image.py	82.07%	19 Missing ⚠️
src/anomalib/data/datasets/base/image.py	80.21%	18 Missing ⚠️
src/anomalib/data/dataclasses/generic.py	88.88%	13 Missing ⚠️
src/anomalib/data/datasets/base/video.py	84.81%	12 Missing ⚠️
src/anomalib/data/dataclasses/numpy/depth.py	0.00%	9 Missing ⚠️
src/anomalib/data/datamodules/base/video.py	35.71%	9 Missing ⚠️
...rc/anomalib/data/datamodules/video/shanghaitech.py	79.54%	9 Missing ⚠️
src/anomalib/data/datasets/depth/folder_3d.py	88.60%	9 Missing ⚠️
... and 18 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2465      +/-   ##
==========================================
- Coverage   81.96%   78.49%   -3.47%     
==========================================
  Files         283      303      +20     
  Lines       12539    12957     +418     
==========================================
- Hits        10277    10170     -107     
- Misses       2262     2787     +525     

Flag	Coverage Δ
integration_py3.10	62.74% <53.44%> (?)

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