adding model and images

app.py

@@ -1,7 +1,21 @@
+__all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+
+
+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')
+
+categories = ('Dog', 'Cat')
+
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float,probs)))
+
+intf = gr.Interface(fn=classify_image, inputs=gr.Image(type="pil"), outputs=gr.Label(),examples=['dog.jpg', 'cat.jpg', 'dunno.jpg'])
+intf.launch(inline=False)
+
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()