Update app.py
Browse files
app.py
CHANGED
@@ -48,9 +48,11 @@ device = torch.device("cuda" if torch.cuda.is_available() else "cpu") # Use GPU
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model = attempt_load(model_path, device=device) # Placeholder for model loading
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model.eval() # Set the model to evaluation mode
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def preprocess_image(image_path):
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img = img.transpose(2, 0, 1)[::-1] # Convert BGR to RGB, to 3x416x416
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img = np.ascontiguousarray(img)
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img = torch.from_numpy(img).to(device)
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model = attempt_load(model_path, device=device) # Placeholder for model loading
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model.eval() # Set the model to evaluation mode
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#def preprocess_image(image_path):
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def preprocess_image(image):
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#img0 = cv2.imread(image_path)
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#img = letterbox(img0, 640, stride=32, auto=True)[0] # Resize and pad to 640x640
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img0 = letterbox(img, 640, stride=32, auto=True)[0] # Resize and pad to 640x640
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img = img.transpose(2, 0, 1)[::-1] # Convert BGR to RGB, to 3x416x416
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img = np.ascontiguousarray(img)
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img = torch.from_numpy(img).to(device)
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