Add owlv2 fast processor (huggingface#39041)

* add owlv2 fast image processor

* add Owlv2ImageProcessorFast to Owlv2Processor image_processor_class

* add Owlv2ImageProcessorFast to Owlv2Processor image_processor_class

* change references to owlVit to owlv2 in docstrings for post process methods

* change type hints from List, Dict, Tuple to list, dict, tuple

* remove unused typing imports

* add disable grouping argument to group images by shape

* run make quality and repo-consistency

* use modular

* fix auto_docstring

---------

Co-authored-by: Lewis Marshall <[email protected]>
Co-authored-by: yonigozlan <[email protected]>

Author: 3 people

docs/source/en/model_doc/owlv2.md

@@ -106,6 +106,13 @@ Usage of OWLv2 is identical to [OWL-ViT](owlvit) with a new, updated image proce
     - post_process_object_detection
     - post_process_image_guided_detection
 
+## Owlv2ImageProcessorFast
+
+[[autodoc]] Owlv2ImageProcessorFast
+    - preprocess
+    - post_process_object_detection
+    - post_process_image_guided_detection
+
 ## Owlv2Processor
 
 [[autodoc]] Owlv2Processor

src/transformers/models/auto/image_processing_auto.py

@@ -131,7 +131,7 @@
             ("nat", ("ViTImageProcessor", "ViTImageProcessorFast")),
             ("nougat", ("NougatImageProcessor", "NougatImageProcessorFast")),
             ("oneformer", ("OneFormerImageProcessor", "OneFormerImageProcessorFast")),
-            ("owlv2", ("Owlv2ImageProcessor",)),
+            ("owlv2", ("Owlv2ImageProcessor", "Owlv2ImageProcessorFast")),
             ("owlvit", ("OwlViTImageProcessor", "OwlViTImageProcessorFast")),
             ("paligemma", ("SiglipImageProcessor", "SiglipImageProcessorFast")),
             ("perceiver", ("PerceiverImageProcessor", "PerceiverImageProcessorFast")),

src/transformers/models/owlv2/__init__.py

@@ -20,6 +20,7 @@
 if TYPE_CHECKING:
     from .configuration_owlv2 import *
     from .image_processing_owlv2 import *
+    from .image_processing_owlv2_fast import *
     from .modeling_owlv2 import *
     from .processing_owlv2 import *
 else: