[Added] nbdev converted Bearify app file

app/app.py

@@ -0,0 +1,26 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../Bearify_nb.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'labels', 'examples', 'intf', 'classify_image']
+
+# %% ../Bearify_nb.ipynb 2
+from fastai.vision.all import *
+import gradio as gr
+
+# %% ../Bearify_nb.ipynb 5
+learn = load_learner('bear_model.pkl')
+
+# %% ../Bearify_nb.ipynb 7
+categories = ('Black', 'Grizzly', 'Teddy')
+
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+# %% ../Bearify_nb.ipynb 9
+image = gr.Image()
+labels = gr.Label()
+examples = ['Images/teddy.jpg', 'Images/grizzly.jpg', 'Images/black.jpeg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=labels, examples=examples)
+intf.launch(inline=False)