It could produce negative padding and hence inference errors for certain
image sizes.

…ow_up_image_processing

* Add file headers

* Add file headers

* First pass - preprocess method with standard args

* First pass image processor rework

* Small tweaks

* More args and docstrings

* Tidying iterating over batch

* Tidying up

* Modify to have quick tests (for now)

* Fix up

* BatchFeature

* Passing tests

* Add tests for processor

* Sense check when patchifying

* Add some tests

* FuyuBatchFeature

* Post-process box coordinates

* Update to `size` in processor

* Remove unused and duplicate constants

* Store unpadded dims after resize

* Fix up

* Return FuyuBatchFeature

* Get unpadded sizes after resize

* Update exception

* Fix return

* Convert input `<box>` coordinates to model format.

* Post-process point coords, support multiple boxes/points in a single
sequence

* Replace constants

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Preprocess List[List[image]]

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Update to Amy's latest state.

* post-processing returns a list of tensors

* Fix error when target_sizes is None

Co-authored-by: Pablo Montalvo <pablo.montalvo.leroux@gmail.com>

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Review comments

* Update src/transformers/models/fuyu/image_processing_fuyu.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Fix up

* Fix up

---------

Co-authored-by: Ubuntu <ubuntu@ip-172-31-72-126.ec2.internal>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Pablo Montalvo <pablo.montalvo.leroux@gmail.com>

…processing_conflicts

fixing conflicts and updating on main

Revert "Fix conflicts in fuyu_follow_up_image_processing (#27228)"

This reverts commit acce10b.

…ace/transformers into fuyu_follow_up_image_processing