update .gitattributes so git lfs will track .pkl files

.gitignore

@@ -0,0 +1,4 @@
+Dogs_Cats.ipynb
+model.pkl:Zone.Identifier
+.ipynb_checkpoints/Untitled-checkpoint.ipynb
+.ipynb_checkpoints/Dogs_Cats-checkpoint.ipynb

app.py

@@ -0,0 +1,28 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: Dogs_Cats.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
+
+# %% Dogs_Cats.ipynb 3
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+# %% Dogs_Cats.ipynb 8
+learn = load_learner('../../minima/model.pkl')
+
+# %% Dogs_Cats.ipynb 14
+categories=('Dog','Cat')
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# %% Dogs_Cats.ipynb 16
+image = gr.components.Image(height=192,width=192)
+label = gr.components.Label()
+examples = ['dog.jpg', 'cat.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)