Add application file

app.py

@@ -0,0 +1,22 @@
+#|export
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+categories = ('Dog', 'Cat')
+
+
+labels = learn.dls.vocab
+def classify_image(img):
+    pred, idx, probs = learn.predict(image)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+
+img = gr.inputs.Image((192, 192))
+label = gr.outputs.Label()
+examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=img, outputs=label, examples=examples)
+intf.launch(inline=False)
+