corrected run time error

.ipynb_checkpoints/app-checkpoint.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from fastai.vision.all import *
+
+learner = load_learner('model.pkl')
+categories = learner.dls.vocab
+
+def predict(img):
+    preds,idx,probs = learner.predict(img)
+    return dict(zip(categories,map(float,probs)))
+
+examples = ['Arborio.jpg','Basmati.jpg','Ipsala.jpg','Jasmine.jpg','Karacadag.jpg']
+
+
+demo = gr.Interface(fn=predict, 
+                    inputs=gr.inputs.Image(shape=(224, 224)),
+                    outputs= gr.outputs.Label()
+                   )
+demo.launch(inline=False)

app.py

@@ -2,7 +2,7 @@ import gradio as gr
 from fastai.vision.all import *
 
 learner = load_learner('model.pkl')
-categories = learn.dls.vocab
+categories = learner.dls.vocab
 
 def predict(img):
     preds,idx,probs = learner.predict(img)