Update app.py

app.py

@@ -1,7 +1,36 @@
+# -*- coding: utf-8 -*-
+"""dogs_cats.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1M-mzhZdFQ2XWBSbLCuKzrmLsm0aLEYxQ
+
+## Gradio Pets
+"""
+
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].isupper()
+
+
+learn= load_learner('model.pk1')
+
+categories= ('Dog', 'Cat')
+
+
+def classify_image(img):
+  pred,idx,probs= learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+im=PILImage.create('dog.jpg')
+im.thumbnail((192,192))
+im
+
+learn.predict(im)
+
+classify_image(im)
+
+examples= ['dog.jpg', 'cat.jpg']
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+gr.Interface(fn=classify_image, inputs=[gr.Image(type="pil")], outputs=[gr.Label(num_top_classes=2)], examples=examples).launch()