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Update app.py
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app.py
CHANGED
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@@ -5,14 +5,16 @@ import tensorflow
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model = from_pretrained_keras("merve/riddikulus")
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labels = {0:"
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4:"
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8:"
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canvas = gr.inputs.Image(source="canvas", shape=(28,28))
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text = gr.outputs.Textbox()
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def infer(image):
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cls = np.argmax(model.predict(np.expand_dims(image, axis = 0)[:,:,:,1]))
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cls = labels[cls]
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return f"Welcome to {cls}"
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model = from_pretrained_keras("merve/riddikulus")
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labels = {0:"Ravenclaw ๐ฆ
๐ ", 1:"Gryffindor ๐ฆ", 2:"Ravenclaw ๐ฆ
๐",3:"Slytherin๐๐",
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4:"Hufflepuff ๐ฆก๐", 5:"Gryffindor ๐ฆ ", 6: "Hufflepuff ๐ฆก๐", 7:"Slytherin๐๐",
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8:"Ravenclaw ๐ฆ
๐", 9:"Death eater detected!"}
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canvas = gr.inputs.Image(source="canvas", shape=(28,28))
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text = gr.outputs.Textbox()
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def infer(image):
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cls = np.argmax(model.predict(np.expand_dims(image, axis = 0)[:,:,:,1]))
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if cls == 9:
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return "Death eater detected! ๐"
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cls = labels[cls]
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return f"Welcome to {cls}"
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