Create app.py

app.py

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+from huggingface_hub import from_pretrained_fastai
+import gradio as gr
+from fastai.vision.all import *
+
+
+repo_id = "saruizn/entregable3"
+
+learner = from_pretrained_fastai(repo_id)
+#labels = learner.dls.vocab
+labels = ['Actualidad','Deportes','Negocios','Ciencia/tecnología']
+
+def predict(txt):
+    pred,pred_idx,probs = learner.predict(txt)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+ejemploActualidad="An Elusive Peace in Najaf The standoff is driven by Moqtada Sadr's political ambitions. But how good is his poker game?"
+ejemploDeportes="Rathbone is #39;like Gregan #39; AUSTRALIAN coach Eddie Jones rates winger Clyde Rathbone a potential successor to Wallaby captain George Gregan as the pair reach Test career milestones tonight against South Africa in Durban. "
+ejemploNegocios="Kmart #39;s store sales might cost jobs Report: Retailer could terminate as many as 1,200 positions stemming from stores sold to Home Depot. "
+ejemploCiencia="RealNetworks Doesn #39;t Rock NEW YORK - It #39;s never a smart move to pick a public fight with Apple Computer, and it #39;s doubly unwise if that fight involves the iPod in some way. "
+
+    
+# Creamos la interfaz y la lanzamos. 
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3),examples=[ejemploActualidad,ejemploDeportes,ejemploNegocios,ejemploCiencia]).launch(share=False)
+ 
+