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5321346
1
Parent(s):
e4afbcc
Update app.py
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app.py
CHANGED
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@@ -15,9 +15,9 @@ transformer = transforms.Compose([
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#transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225
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#])
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])
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model=torch.jit.load('
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#model=torch.jit.load('model1.pt')
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classes=['Minivan
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def predict(inp):
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inp=transformer(inp).unsqueeze(0)
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@@ -26,9 +26,9 @@ def predict(inp):
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with torch.no_grad():
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prediction =F.softmax(model(inp)[0], dim=0)
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confidences = {classes[i]: float(prediction[i]) for i in range(
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return confidences
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# gr.Interface(fn=predict, inputs=gr.Image(type="pil"),outputs=gr.Label(num_top_classes=4),title='Image classification',interpretation='default').launch(debug='True')
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gr.Interface(predict, gr.inputs.Image(type="pil"),outputs='label').launch(debug='True')
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#transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225
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#])
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])
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model=torch.jit.load('model.pt',map_location=torch.device('cpu'))
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#model=torch.jit.load('model1.pt')
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classes=['Minivan Car', 'Muscle Car ', 'Sedan Car', 'Sports Car', 'None of the Above class']
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def predict(inp):
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inp=transformer(inp).unsqueeze(0)
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with torch.no_grad():
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prediction =F.softmax(model(inp)[0], dim=0)
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confidences = {classes[i]: float(prediction[i]) for i in range(5)}
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return confidences
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# gr.Interface(fn=predict, inputs=gr.Image(type="pil"),outputs=gr.Label(num_top_classes=4),title='Image classification',interpretation='default').launch(debug='True')
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gr.Interface(predict, gr.inputs.Image(type="pil"),outputs='label',title='Image classification').launch(debug='True')
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