Upload app.py

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: ../my_model.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% ../my_model.ipynb 2
+from fastai.vision.all import *
+import gradio as gr
+
+# %% ../my_model.ipynb 4
+learn = load_learner('eagle_or_parrot_model.pkl')
+
+# %% ../my_model.ipynb 5
+categories = ['eagle', 'parrot']
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(im)
+    return dict(zip(categories, map(float, probs)))
+
+# %% ../my_model.ipynb 8
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['parrot.jpg', 'eagle.jpg', 'lion.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+
+