Add application file

app.py

@@ -0,0 +1,21 @@
+    __all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+    from fastai.vision.all import *
+    import gradio as gr
+
+    def is_cat(x): return x[0].isupper()
+
+    learn = load_learner('model.pkl')
+
+    categories = ('Dog', 'Cat')
+
+    def classify_image(img):
+        pred,idx,probs = learn.predict(img)
+        return dict(zip(categories, map(float,probs)))
+
+    image = gr.inputs.Image(shape=(192, 192))
+    label = gr.outputs.label()
+    examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+
+    intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+    intf.launch(inline=False)