fix

app.py

@@ -1,18 +1,13 @@
 import gradio as gr
-from fastai.vision.widgets import *
-# def greet(name):
-#     return "Hello " + name + "!!"
-image = gr.inputs.Image(shape=(192, 192))
-label = gr.outputs.Label()
+from fastai.vision.all import *
+
 examples = ['bear.jpeg']
 
-path = Path()
-learn = load_learner(path/'model.pkl')
+learn = load_learner('./model.pkl')
 
 def classify_image(img):
-  pred,pred_idx,probs = learn.predict(img)
-  return {'Type': pred, 'Probability': f'{probs[pred_idx]:.04f}'}
-
+  pred, pred_idx,probs = learn.predict(img)
+  return {k: '{:.04f}'.format(v) for k, v in zip(learn.dls.vocab, map(float, probs))}
 
-iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+iface = gr.Interface(fn=classify_image, inputs='image', outputs='label', examples=examples)
 iface.launch(inline=False)