Update app.py

app.py

@@ -1,16 +1,26 @@
 
+__all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+# Cell
 from fastai.vision.all import *
 import gradio as gr
-def is_cat(x):return x[0].isupper()
-    
-learn=load_learner('model.pkl')
-categories=('Dog','Cat')
-def classify_image(img):
-  pred,ind,probs=learn.predict(img)
-  return dict(zip(categories,map(float,probs)))
 
-image=gr.inputs.Image(shape=(192,192))
-label=gr.outputs.Label()
+def is_cat(x): return x[0].isupper()
+
+# Cell
+learn = load_learner('model.pkl')
+
+# Cell
+categories = ('Dog', 'Cat')
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
 
+# Cell
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
 
-gr.Interface(fn=classify_image,inputs=image,outputs=label).launch()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)