Add app.py

app.py

@@ -1,12 +1,18 @@
 # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
 
 # %% auto 0
-__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
 
-# %% app.ipynb 3
+# %% app.ipynb 2
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+# %% app.ipynb 4
 learn = load_learner('cats.pkl')
 
-# %% app.ipynb 5
+# %% app.ipynb 6
 categories = ('Dog', 'Cat')
 
 def classify_image(img):
@@ -14,6 +20,9 @@ def classify_image(img):
     return dict(zip(categories, map(float, probs)))
 
 # %% app.ipynb 8
+from gradio.components import Image, Label
+
+# %% app.ipynb 9
 image =  Image(shape=(192,192))
 label = Label()
 examples = ['dog.jpeg', 'cat.jpeg', 'lemon.jpg']