Update app.py
Browse files
app.py
CHANGED
@@ -16,6 +16,12 @@ from albumentations import (
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ShiftScaleRotate
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)
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class SegmentationAlbumentationsTransform(ItemTransform):
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split_idx = 0
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@@ -27,6 +33,11 @@ class SegmentationAlbumentationsTransform(ItemTransform):
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aug = self.aug(image=np.array(img), mask=np.array(mask))
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return PILImage.create(aug["image"]), PILMask.create(aug["mask"])
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class TargetMaskConvertTransform(ItemTransform):
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def __init__(self):
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pass
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ShiftScaleRotate
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)
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def get_y_fn (x):
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return Path(str(x).replace("Images","Labels").replace("color","gt").replace(".jpg",".png"))
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def ParentSplitter(x):
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return Path(x).parent.name==test_name
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class SegmentationAlbumentationsTransform(ItemTransform):
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split_idx = 0
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aug = self.aug(image=np.array(img), mask=np.array(mask))
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return PILImage.create(aug["image"]), PILMask.create(aug["mask"])
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transforms=Compose([HorizontalFlip(p=0.5),
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Rotate(p=0.40,limit=10),GridDistortion()
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],p=1)
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transformPipeline=SegmentationAlbumentationsTransform(transforms)
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class TargetMaskConvertTransform(ItemTransform):
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def __init__(self):
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pass
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