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Runtime error
Update app.py
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app.py
CHANGED
@@ -8,6 +8,9 @@ labels = learn.dls.vocab
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def predict(img):
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pred,idx,probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i,_ in enumerate(labels)}
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image = gr.inputs.Image(shape=(256,256))
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label = gr.outputs.Label()
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@@ -15,6 +18,9 @@ examples = ['house1.jpg','house2.jpg','house3.jpg','house4.jpg','house5.jpg']
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title = "Storm Damaged House Classifier with fast.ai"
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description = "Has your house possibly been damaged by recent storms, use fast.ai to detect damage to your home with this fine-tuned resnet 50 model"
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intf = gr.Interface(fn=predict, inputs=image, outputs=label, examples=examples,title=title,description=description)
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intf.launch()
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def predict(img):
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pred,idx,probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i,_ in enumerate(labels)}
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with open("article.md") as f:
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article = f.read()
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image = gr.inputs.Image(shape=(256,256))
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label = gr.outputs.Label()
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title = "Storm Damaged House Classifier with fast.ai"
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description = "Has your house possibly been damaged by recent storms, use fast.ai to detect damage to your home with this fine-tuned resnet 50 model"
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intf = gr.Interface(fn=predict, inputs=image, outputs=label, examples=examples,title=title,description=description, article=article)
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intf.launch()
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