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Update app.py
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app.py
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@@ -70,7 +70,7 @@ def compute_similarity(output1, output2):
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# Function to visualize feature heatmaps
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def visualize_heatmap(model, image):
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model.eval()
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x = image
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features = model.convnet(x) # feature heatmap learnt by model
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heatmap = torch.mean(features, dim=1).squeeze().detach().numpy() # normalize heatmap to ndarray
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plt.imshow(heatmap, cmap="hot") # display heatmap as plot
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# Function to visualize feature heatmaps
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def visualize_heatmap(model, image):
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model.eval()
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x = image#.unsqueeze(0) # remove batch dimension
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features = model.convnet(x) # feature heatmap learnt by model
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heatmap = torch.mean(features, dim=1).squeeze().detach().numpy() # normalize heatmap to ndarray
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plt.imshow(heatmap, cmap="hot") # display heatmap as plot
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