Improve model response

app.py

@@ -1,11 +1,13 @@
 from fastai.vision.all import *
 import gradio as gr
 
+learn = load_learner("model.pkl")
+
+labels = learn.dls.vocab
 def classify_image(img):
     pred, idx, probs = learn.predict(img)
     return pred
-
-learn = load_learner("model.pkl")
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
 
 image = gr.inputs.Image(shape=(192,192))
 label = gr.outputs.Label()