Modify app.py

app.py

@@ -1,7 +1,23 @@
+#/export
+from fastai.vision.all import *
 import gradio as gr
+from fastbook import *
+def is_cat(x): return x[0].isupper()
 
-def greet(name):
-    return "Hello " + name + "!!"
+#/export
+learn = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+#/export
+categories = ('Dog','Cat')
+
+def classify_image(img):
+  pred,idx,prob = learn.predict(img)
+  return dict(zip(categories,map(float,prob)))
+
+#/export
+image = gr.Image()
+label = gr.Label()
+examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)