Add SAMAutomaticMaskGeneration transform

[vinnamkim]

Summary

• Same as title
• Ticket no. 120781.

How to test

Added unit tests for this change and added Jupyter notebook example which can validate this change.

Checklist

• I have added unit tests to cover my changes.​
• I have added integration tests to cover my changes.​
• I have added the description of my changes into CHANGELOG.​
• I have updated the documentation accordingly

License

• I submit my code changes under the same MIT 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) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT

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Codecov Report

Attention: 8 lines in your changes are missing coverage. Please review.

Comparison is base (243d721) 80.01% compared to head (0eab5a4) 80.11%.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #1168      +/-   ##
===========================================
+ Coverage    80.01%   80.11%   +0.09%     
===========================================
  Files          266      268       +2     
  Lines        29967    30093     +126     
  Branches      5901     5916      +15     
===========================================
+ Hits         23978    24108     +130     
+ Misses        4632     4622      -10     
- Partials      1357     1363       +6     

Flag	Coverage Δ
macos-11_Python-3.8	?
ubuntu-20.04_Python-3.8	80.10% <93.70%> (+0.09%)	⬆️
windows-2019_Python-3.8	80.03% <93.70%> (+0.09%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
src/datumaro/plugins/sam_transforms/__init__.py	100.00% <100.00%> (ø)
...umaro/plugins/sam_transforms/automatic_mask_gen.py	96.36% <96.36%> (ø)
...sam_transforms/interpreters/sam_decoder_for_amg.py	91.42% <91.42%> (ø)

... and 1 file with indirect coverage changes

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[wonjuleee]

LGTM.