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Fix image segmentation tool bug (#23897)

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* Image segmentation tool bug

* Remove resizing in the tests
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amyeroberts 2023-06-15 13:09:31 +01:00 committed by GitHub
parent 6cd34d451c
commit e6122c3f40
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2 changed files with 4 additions and 5 deletions
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1
src/transformers/tools/image_segmentation.py
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@ -44,7 +44,6 @@ class ImageSegmentationTool(PipelineTool):
super().__init__(*args, **kwargs)
def encode(self, image: "Image", label: str):
self.pre_processor.image_processor.size = {"width": image.size[0], "height": image.size[1]}
return self.pre_processor(text=[label], images=[image], padding=True, return_tensors="pt")
def forward(self, inputs):

8
tests/tools/test_image_segmentation.py
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@ -33,21 +33,21 @@ class ImageSegmentationToolTester(unittest.TestCase, ToolTesterMixin):
self.remote_tool = load_tool("image-segmentation", remote=True)
def test_exact_match_arg(self):
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png").resize((512, 512))
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png")
result = self.tool(image, "cat")
self.assertTrue(isinstance(result, Image.Image))
def test_exact_match_arg_remote(self):
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png").resize((512, 512))
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png")
result = self.remote_tool(image, "cat")
self.assertTrue(isinstance(result, Image.Image))
def test_exact_match_kwarg(self):
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png").resize((512, 512))
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png")
result = self.tool(image=image, label="cat")
self.assertTrue(isinstance(result, Image.Image))
def test_exact_match_kwarg_remote(self):
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png").resize((512, 512))
image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png")
result = self.remote_tool(image=image, label="cat")
self.assertTrue(isinstance(result, Image.Image))