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Update app.py
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app.py
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@@ -1,8 +1,10 @@
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import gradio as gr
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import numpy as np
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def predict(inp):
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prediction =
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return (1-prediction)*100
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gr.Interface(fn=predict,inputs=gr.Image(shape=(224, 224)),outputs=gr.Number()).launch()
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from huggingface_hub import from_pretrained_keras
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import gradio as gr
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import tensorflow as tf
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import numpy as np
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m = from_pretrained_keras('adithya12/monkeypox-model-lin')
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def predict(inp):
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prediction = m.predict(np.array([tf.keras.preprocessing.image.img_to_array(inp)]) )
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return (1-prediction)*100
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gr.Interface(fn=predict,inputs=gr.Image(shape=(224, 224)),outputs=gr.Number()).launch(server_name="0.0.0.0")
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