Add application file

app.py

@@ -1,7 +1,14 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x) : return x[0].isupper()
+learn = load_learner('model.pkl')
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+categories = ('Cat','Dog')
+
+def classify_images(img):
+  pred,idx,probs = learn.predict(img)
+  return dict(zip(categories,map(float,probs)))
+
+intf=gr.Interface(fn=classify_images,inputs=gr.Image(height=192,width=192),outputs=gr.Label(),examples=['dog.jpg','cat.jpg','dunno.jpg'])
+intf.launch()