add fuyu fast image processors

[DeXtAr47-oss]

What does this PR do?

This PR introduces FuyuImageProcessorFast, providing a faster alternative to the original FuyuImageProcessor by leveraging torchvision for image transformations.

Key changes include:

• Implementation of FuyuImageProcessorFast inheriting from BaseImageProcessorFast.
• Updates to tests/models/fuyu/test_image_processing_fuyu.py to include the fast processor, override save/load tests and fixed the image height and width in test_preprocess_with_tokenizer_info have been updated to values divisible by 30 (180x300), ensuring compatibility with FuyuImageProcessorFast and avoiding ValueError: image_height must be divisible by 30. All Fuyu image processing tests now pass.
• Addition of documentation for FuyuImageProcessorFast

Fixes #36978

Before submitting

• This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).

• Did you read the contributor guideline,
  Pull Request section?

• Was this discussed/approved via a Github issue or the forum? Please add a link
  to it if that's the case. Was this discussed/approved via a Github issue or the forum? [Contributions Welcome] Add Fast Image Processors [Contributions Welcome] Add Fast Image Processors #36978]([Contributions Welcome] Add Fast Image Processors #36978)

• Did you make sure to update the documentation with your changes? Here are the
  documentation guidelines, and
  here are tips on formatting docstrings.

• Did you write any new necessary tests?

Who can review?

@yonigozlan

[github-actions]

[For maintainers] Suggested jobs to run (before merge)

run-slow: auto, fuyu