Update app.py

app.py

@@ -1,7 +1,28 @@
+# import gradio as gr
+
+# def greet(name):
+#     return "Hello " + name + "!!"
+
+# demo = gr.Interface(fn=greet, inputs="text", outputs="text")
+# demo.launch()
+
+__all__=['is_cat','learn','classify_image','categories','image','label','examples','intf']
+
+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_images(img):
+    pred.idx.probs=learn.predict(img)
+    return dict(zip(categories,map(float,probs)))
 
-def greet(name):
-    return "Hello " + name + "!!"
+image=gr.inputs.Image(shape=(192,192))
+label=gr.outputs.Label()
+examples=['dog.png','cat.png']
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+intf=gr.Interface(fn=classify_image,inputs=image,outputs=label,exampes=examples)
+intf.launch(inline=Fale)