Add application file

app.py

@@ -0,0 +1,21 @@
+__all__ = ["label_func", "learn", "classify_image", "categories", "image", "label", "examples", "intf"]
+
+from fastai.vision.all import *
+import gradio as gr
+
+def label_func(x): return x.parent.name
+
+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 = ["cowslip.jpg", "daffodil.jpg", "snowdrop.jpg", "buttercup.jpg"]
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)