Add Fast Image Processor for mobileViT (#37143)
* Add image_processing_mobilevit_fast.py
* Fix copies
* update _preprocess for channel_flip
* Update for batched image processing
* Resolve merge conflicts with main
* Fix import order and remove trailing whitespace (ruff clean-up)
* Fix copy inconsistencies
* Add NotImplementedError for post_process_semantic_segmentation to satisfy repo checks
* Add auto_docstring
* Adjust style
* Update docs/source/en/model_doc/mobilevit.md
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Update src/transformers/models/mobilevit/image_processing_mobilevit_fast.py
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Update src/transformers/models/mobilevit/image_processing_mobilevit_fast.py
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Delete not used function
* test: add missing tests for and
* Add post_process_semantic_segmentation to mobilevit_fast.py
* Add preprocess function to image_processing_mobilebit_fast.py
* ruff check for formatting
* fix: modify preprocess method to handle BatchFeature correctly
* Remove logic for default value assignment
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Remove normalization adn RGB conversion logic not used in slow processor
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Simplify return_tensors logic using one-liner conditional expression
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* Remove unused normalization and format parameters
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* add **kwargs and remove default values in _preprocess
* add slow_fast equivalence tests for segmentation
* style: autoformat code with ruff
* Fix slow_fast equivalence test
* merge + remove skipped test
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Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>
