Moving app.py to root

app.py

@@ -1,7 +1,26 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% ../app.ipynb 1
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+# %% ../app.ipynb 3
+learn = load_learner('export.pkl')
+
+# %% ../app.ipynb 5
+categories = ('grizzly', 'black', 'teddy')
+
+def classify_image(im):
+    pred, idx, probs = learn.predict(im)
+    return dict(zip(categories, map(float, probs)))
+
+# %% ../app.ipynb 7
+image = gr.Image(width=192, height=192)
+label = gr.Label()
+examples = ['grizzly.jpg', 'black.jpg', 'teddy.jpg', 'dunno.jpg']
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)