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add random resized crop data augmentation strategy with tests #2824

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Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Incorporate a strategy that extracts a random crop and resizes to a desired output, similar to the one available at mmcls.

Modification

The PR includes the new data augmentation strategy, as well as the unit tests

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMDet3D.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

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