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Update tasks/image.py
Browse files- tasks/image.py +3 -3
tasks/image.py
CHANGED
@@ -50,13 +50,13 @@ class SmokeDataset(Dataset):
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image = example["image"]
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annotation = example.get("annotations", "").strip()
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# Resize and preprocess the image
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image = image.resize((512, 512))
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image = np.array(image)[:, :, ::-1] # Convert RGB to BGR
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image = np.array(image, dtype=np.float32) / 255.0
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# Return both the preprocessed image and annotation
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return torch.tensor(image).permute(2, 0, 1), annotation
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def preprocess(image):
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image = example["image"]
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annotation = example.get("annotations", "").strip()
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# Resize and preprocess the image
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image = image.resize((512, 512))
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image = np.array(image)[:, :, ::-1] # Convert RGB to BGR
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image = np.array(image, dtype=np.float32) / 255.0
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# Return both the preprocessed image tensor and annotation
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return torch.tensor(image, dtype=torch.float32).permute(2, 0, 1), annotation
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def preprocess(image):
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