Adding app

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'get_y', 'classify_image']
+
+# %% ../app.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+# %% ../app.ipynb 3
+# Copied from https://n90l9ahmyv.clg07azjl.paperspacegradient.com/lab/tree/bear_multicat.ipynb
+
+# from parent_label
+def get_y(o):
+    parent_name = Path(o).parent.name
+    if parent_name in bear_types:
+        return [parent_name]
+    return []
+
+# %% ../app.ipynb 4
+learn = load_learner('Finley_multicat.pkl') #'export.pkl')
+
+# %% ../app.ipynb 6
+categories = ('Finley', 'bird')
+
+def classify_image(im):
+    pred, idx, probs = learn.predict(im)
+    return dict(zip(categories, map(float, probs)))
+
+# %% ../app.ipynb 8
+image = gr.Image(width=192, height=192)
+label = gr.Label()
+examples = ['images/Finley.jpeg', 'images/bird.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

requirements.txt

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+fastai
+gradio