Add test_image_processing_common.py (#20785)

* Add test_image_processing_common.py

* Fix typo

* Update imports and test fetcher

* Revert but keep test fetcher update

* Fix imports

* Fix all imports

* Formatting fix

* Update tests/test_image_processing_common.py

tests/models/beit/test_image_processing_beit.py

@@ -22,7 +22,8 @@ from datasets import load_dataset
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/conditional_detr/test_image_processing_conditional_detr.py

@@ -23,7 +23,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision, slow
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/convnext/test_image_processing_convnext.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/deformable_detr/test_image_processing_deformable_detr.py

@@ -23,7 +23,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision, slow
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/deit/test_image_processing_deit.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/detr/test_image_processing_detr.py

@@ -23,7 +23,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision, slow
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/donut/test_image_processing_donut.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import is_flaky, require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/dpt/test_image_processing_dpt.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.file_utils import is_torch_available, is_vision_available
 from transformers.testing_utils import require_torch, require_vision
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/efficientformer/test_image_processing_efficientformer.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/flava/test_image_processing_flava.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/glpn/test_image_processing_glpn.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/layoutlmv2/test_image_processing_layoutlmv2.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_pytesseract, require_torch
 from transformers.utils import is_pytesseract_available, is_torch_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/layoutlmv3/test_image_processing_layoutlmv3.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_pytesseract, require_torch
 from transformers.utils import is_pytesseract_available, is_torch_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/levit/test_image_processing_levit.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/maskformer/test_image_processing_maskformer.py

@@ -23,7 +23,8 @@ from huggingface_hub import hf_hub_download
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/mobilenet_v1/test_image_processing_mobilenet_v1.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/mobilenet_v2/test_image_processing_mobilenet_v2.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/mobilevit/test_image_processing_mobilevit.py

@@ -21,7 +21,8 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/oneformer/test_image_processing_oneformer.py

@@ -23,7 +23,8 @@ from huggingface_hub import hf_hub_download
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():

tests/models/oneformer/test_processor_oneformer.py

@@ -26,7 +26,7 @@ from huggingface_hub import hf_hub_download
 from transformers.testing_utils import check_json_file_has_correct_format, require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ...test_feature_extraction_common import prepare_image_inputs
+from ...test_image_processing_common import prepare_image_inputs
 
 
 if is_torch_available():