update app.py

app.py

@@ -1,7 +1,30 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../Deploy to HF Space.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'bear_types', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% ../Deploy to HF Space.ipynb 1
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+# %% ../Deploy to HF Space.ipynb 3
+learn = load_learner('model.pkl')
+
+# %% ../Deploy to HF Space.ipynb 7
+bear_types = ('grizzly', 'black', 'teddy')
+bear_types = sorted(bear_types)
+
+# bear_types
+
+# %% ../Deploy to HF Space.ipynb 9
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(bear_types, map(float, probs)))
+
+# %% ../Deploy to HF Space.ipynb 12
+image = gr.inputs.Image(shape=(224, 224))
+label = gr.outputs.Label()
+examples = ['black-bear.jpg', 'grizzly-bear.jpg', 'teddy-bear.jpg']
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)