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Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ import gradio as gr
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+ import tensorflow as tf
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+
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+ model = tf.keras.models.load_model("hf://JaviSwift/cifar10_simple") # Cambia esto por tu usuario y nombre del modelo
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+
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+ def predict(image):
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+ image = tf.image.resize(image, (32, 32)) # Ajusta seg煤n tu modelo
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+ image = image / 255.0 # Normaliza si es necesario
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+ image = tf.expand_dims(image, axis=0) # A帽ade dimensi贸n para batch
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+
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+ predictions = model.predict(image)
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+ return predictions.argmax(axis=1)[0] # Devuelve la clase predicha
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+
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+ iface = gr.Interface(fn=predict, inputs="image", outputs="label")
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+ iface.launch()