Add dog cat classifier

foo.py

@@ -0,0 +1,30 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: knnccb.ipynb.
+
+# %% auto 0
+__all__ = ['categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
+
+# %% knnccb.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x):
+    return x[0].isupper()
+
+# %% knnccb.ipynb 8
+categories = ('Dog', 'Cat')
+
+# %% knnccb.ipynb 9
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# %% knnccb.ipynb 11
+image = gr.components.Image(height = 192, width = 192)
+label = gr.components.Label()
+examples = ['example-dog.jpg', 'example-cat.jpg']
+
+# %% knnccb.ipynb 12
+intf = gr.Interface(fn = classify_image, inputs = image, outputs = label, examples = examples)
+
+# %% knnccb.ipynb 13
+intf.launch(inline = False, share=True)