Autogenerate app.py

app.py

@@ -1,7 +1,24 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
+
+__all__ = ['classify_image', 'learner', 'categories']
+
+# Cell
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name: str) -> str:
-    return f"Hello {name}!"
+# Cell
+learner = load_learner("model.pkl")
+
+categories = "Formula 1","Indy","Nascar"
+
+def classify_image(img):
+    pred,_,probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+# Cell
+gr.Interface(
+    fn=classify_image,
+    inputs=gr.components.Image(shape=(192,192)),
+    outputs=gr.components.Label(),
+    examples=["formula-1.jpg", "indy.jpg", "nascar.jpg"],
+).launch(inline=False)