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from fastai.vision.all import * | |
import gradio as gr | |
# Cargamos el learner | |
learn = load_learner('export.pkl') | |
# Definimos las etiquetas de nuestro modelo | |
labels = ['World','Sports','Business ','Sci/Tech'] | |
# Definimos una función que se encarga de llevar a cabo las predicciones | |
def predict(text): | |
pred,pred_idx,probs = learn.predict(text) | |
return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
# Creamos la interfaz y la lanzamos. | |
gr.Interface(fn=predict, inputs=gr.Textbox(), outputs=gr.outputs.Label(num_top_classes=3),examples=['the Ukraine war still holds surprises','Rafa Nadal has won Roland Garros', 'Benchmarks likewise rose in Tokyo, Seoul and Sydney. Shanghai declined. Oil prices remained near $120 per barrel.','What experts told me to do after my positive COVID-19 at-home test']).launch(share=False) |