Update app.py

app.py

@@ -4,15 +4,16 @@ from fastai.vision.all import *
 
 repo_id = "MarioGL/emotion"
 
-learner = from_pretrained_fastai(repo_id)
-labels = learner.dls.vocab
+learn = load_learner(f'{repo_id}/model.pkl') 
 
-# Definimos una función que se encarga de llevar a cabo las predicciones
-def predict(img):
-    #img = PILImage.create(img)
-    pred,pred_idx,probs = learner.predict(img)
-    return {labels[i]: float(probs[i]) for i in range(len(labels))}
-    
-# Creamos la interfaz y la lanzamos. 
-gr.Interface(fn=predict, inputs=gr.Image(), outputs=gr.Label(num_top_classes=3),examples=['okabe.jpg','kurisu.jpg']).launch(share=False)
- 
+
+def classify_text(text):
+    pred, pred_idx, probs = learn.predict(text) 
+    return pred, probs[pred_idx].item()  
+
+iface = gr.Interface(fn=classify_text, 
+                     inputs=gr.Textbox(label="Introduce un texto"),  
+                     outputs=[gr.Label(), gr.Textbox()],  
+                     live=True)  
+
+iface.launch()