adding model to the app

app.py

@@ -1,7 +1,16 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('export.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+def prediction(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(('burrito', 'taco'), map(float, probs)))
+
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples= ['taco', 'burrito.jpg']
+
+intf =gr.Interface(fn=prediction, inputs=image, outputs=label, examples=examples)
+intf.launch()