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Update app.py
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app.py
CHANGED
@@ -10,11 +10,26 @@ repo_id = "rasaenluis3/e3Modelo"
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learner = from_pretrained_fastai(repo_id)
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labels = learner.dls.vocab
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# Definimos una función que se encarga de llevar a cabo las predicciones
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def predict(texto):
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#img = PILImage.create(img)
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pred,pred_idx,probs = learner.predict(
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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# Creamos la interfaz y la lanzamos.
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gr.Interface(fn=predict, inputs=gr.inputs.Textbox(lines=3,label="Escríbeme in english please"), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=False)
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learner = from_pretrained_fastai(repo_id)
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labels = learner.dls.vocab
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# Auxiliar
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def catToValue(cat):
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if cat == '0':
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return 'sadness'
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elif cat == '1':
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return 'joy' # wonderhoy :)
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elif cat == '2':
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return 'love'
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elif cat == '3':
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return 'anger'
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elif cat == '4':
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return 'fear'
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elif cat == '5':
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return 'surprise'
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# Definimos una función que se encarga de llevar a cabo las predicciones
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def predict(texto):
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#img = PILImage.create(img)
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pred,pred_idx,probs = learner.predict(texto)
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return {catToValue(labels[i]): float(probs[i]) for i in range(len(labels))}
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# Creamos la interfaz y la lanzamos.
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gr.Interface(fn=predict, inputs=gr.inputs.Textbox(lines=3,label="Escríbeme in english please"), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=False)
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