Add model files

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: gradiotest.ipynb.
+
+# %% auto 0
+__all__ = ['is_cat', 'learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% gradiotest.ipynb 4
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+# %% gradiotest.ipynb 8
+learn = load_learner('model.pkl')
+
+# %% gradiotest.ipynb 10
+categories = ("Dog", "Cat")
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% gradiotest.ipynb 12
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['dog.jpeg', 'cat.jpeg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a8e360f9b7204870a0c249ace3771d3cfa707e10991047dd4ba90171e95bae1a
+size 47061419