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Update app.py
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app.py
CHANGED
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@@ -6,7 +6,7 @@ def process_images_gradcam(show_gradcam, gradcam_count, gradcam_layer, gradcam_o
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std=[4.0486, 4.1152, 3.8314])
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classes = ('plane', 'car', 'bird', 'cat', 'deer',
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'dog', 'frog', 'horse', 'ship', 'truck')
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misclassified_data = get_misclassified_data(modelfin, "
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if gradcam_layer=="1":
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images = display_gradcam_output(misclassified_data, classes, inv_normalize, modelfin, target_layers= [modelfin.model.layer1[-1]], targets=None, number_of_samples=gradcam_count, transparency=gradcam_opacity)
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if gradcam_layer=="2":
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@@ -19,7 +19,7 @@ def process_images_gradcam(show_gradcam, gradcam_count, gradcam_layer, gradcam_o
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def process_images_misclass(show_misclassify, misclassify_count):
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if show_misclassify:
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misclassified_data = get_misclassified_data(modelfin, "
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image = display_cifar_misclassified_data(misclassified_data, classes, inv_normalize, number_of_samples=misclassify_count)
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return image
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std=[4.0486, 4.1152, 3.8314])
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classes = ('plane', 'car', 'bird', 'cat', 'deer',
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'dog', 'frog', 'horse', 'ship', 'truck')
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misclassified_data = get_misclassified_data(modelfin, "cpu", test_loader)
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if gradcam_layer=="1":
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images = display_gradcam_output(misclassified_data, classes, inv_normalize, modelfin, target_layers= [modelfin.model.layer1[-1]], targets=None, number_of_samples=gradcam_count, transparency=gradcam_opacity)
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if gradcam_layer=="2":
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def process_images_misclass(show_misclassify, misclassify_count):
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if show_misclassify:
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misclassified_data = get_misclassified_data(modelfin, "cpu", test_loader)
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image = display_cifar_misclassified_data(misclassified_data, classes, inv_normalize, number_of_samples=misclassify_count)
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return image
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